{"type":"session","version":3,"id":"019e9ea0-a985-7c07-aa56-d868724ade42","timestamp":"2026-06-06T20:29:49.829Z","cwd":"/home/sebas"}
{"type":"model_change","id":"494a8052","parentId":null,"timestamp":"2026-06-06T20:29:52.919Z","provider":"openai-codex","modelId":"gpt-5.4"}
{"type":"thinking_level_change","id":"0c058f0b","parentId":"494a8052","timestamp":"2026-06-06T20:29:52.920Z","thinkingLevel":"low"}
{"type":"message","id":"faa6b0c9","parentId":"0c058f0b","timestamp":"2026-06-06T20:30:07.563Z","message":{"role":"user","content":[{"type":"text","text":"[telegram] me decis la actividad de las ultimas 4 semanas basadas en el wifi tracker?"}],"timestamp":1780777807555}}
{"type":"message","id":"942a3380","parentId":"faa6b0c9","timestamp":"2026-06-06T20:30:11.634Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"**Looking for data sources**\n\nIt seems like I'm needing to inspect memory for some data, possibly related to a wifi tracker on the machine. Clarifying whether the user might have asked in Spanish could help. I should also find relevant files that could assist in my search. Maybe using a to-do list could organize this process better. Overall, it seems like I should search for the information methodically to ensure I gather everything necessary.","thinkingSignature":"{\"id\":\"rs_0a9e4511c6d55ec0016a248350f1908191afbef0b00ad2a6b0\",\"type\":\"reasoning\",\"content\":[],\"encrypted_content\":\"gAAAAABqJINTV8ektgbVcijPb4VKpIO_2SjP_GiiTeNEKP3NoFvDNlQa9pos9bo818CSAP-HXvIYtbUALMAXZIjjWuh3wesj6mJa3zNnGu5XiyOvMgiAnz2-3KkQwCLG3zMcJCCX-9MzjMCSb44RtOXTwxBUuo4BcQuBrXTsu1MaymLcUNySIE6atkTt5cg2e4opcqwXl_0uGIKc5ovMIQ9kk37eMmJGcL561qsYaVOvV_kp7xYJGkfg6DAzKov7BryQzFlFcb3NLLiR_rdxoZGJjdO4ZmcKkDMdc_0LQ1XGUy_svpWnN-WZiIlBrYM9uQZKNedCFdhDT1HY0JHQuYbhaa0uTfklGMuOgYC2bMmOS0QO0K2g23QpmnXMX0FN1tzcuHs57atAFepHdF1fjlz_DjKzY5Q7L9n7PcqKkyUXOaa4enp1lVqoSJFLjv_AEJpyVVghDcDmVNsAvfY1vO5-opYzIqwA-dIE634v1VqyFQfqu9CdWrJ9yBIYFCh2ATARNaHSjFALvXA1FZX-5jSh0oD4jAkIR2rmobE06wjBAEOt8vkXSx3nT0fWiqCHMynF3awL90Xc85ItjyuHd5unmKdka5_FWETlZUZyKNw11BDjqNLeyK4jHLQDb7mWrzKfvfAKlLLSPlfJ5TBtOKT1okdaIeL_gLBI0-jL9qBkVSKqmiIKA4VevpaE78FIlAOg0kz-OCNZEnOfBPnrE9mcape7sysoHDupouNn-XKUI-divcOSNwrjIRHlh4976l837QNbcmW6bFcKvI5ueraKZXCAb0VteBHW3_kV1nU8vvHN6KJlAeeQCSXTyMLmtkgsCusyL3gJFsL8xwwVOvNBGHjFGsD0Gur2CApTi9p_PvxOB0dZoCT5lzCIobCjBoXq0XMtvwFJKt4dtMHO27kz2VsCF5o5l5UYs7Wjf6ErnDdptUCOKnsgGXn8PdzPfrlGxMhY0sVxkNJcYw9mC3zuYHwCPLqyN32vYYR7KoqAcAMaGEKTsbAX0ekMto2Bx8gHwu_ab0fFU40e77zmn2t_mWPyH3Qon_HpUQhyoq6mWpAcDmXdjwPKzgSLZipg2Zp4SipfN57Stoc4gadmF1Za-eTn-vnHSWVxh_4GAqm3wGVSko48WVpWupDZ7GvA0FCIYUprmDR1\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Looking for data sources**\\n\\nIt seems like I'm needing to inspect memory for some data, possibly related to a wifi tracker on the machine. Clarifying whether the user might have asked in Spanish could help. I should also find relevant files that could assist in my search. Maybe using a to-do list could organize this process better. Overall, it seems like I should search for the information methodically to ensure I gather everything necessary.\"}]}"},{"type":"toolCall","id":"call_koyxXsFAIfGRKss6tnu9My0B|fc_0a9e4511c6d55ec0016a24835369408191be0212c399bedbe7","name":"todo","arguments":{"action":"create","subject":"Revisar actividad últimas 4 semanas desde wifi tracker","description":"Encontrar datos del wifi tracker, calcular actividad de las últimas 4 semanas y responder al usuario.","activeForm":"revisando wifi tracker","status":"in_progress"}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":5433,"output":107,"cacheRead":0,"cacheWrite":0,"totalTokens":5540,"cost":{"input":0.0135825,"output":0.001605,"cacheRead":0,"cacheWrite":0,"total":0.015187500000000001}},"stopReason":"toolUse","timestamp":1780777807577,"responseId":"resp_0a9e4511c6d55ec0016a2483502fd08191ac6241fdaa482025"}}
{"type":"message","id":"023a3eff","parentId":"942a3380","timestamp":"2026-06-06T20:30:11.641Z","message":{"role":"toolResult","toolCallId":"call_koyxXsFAIfGRKss6tnu9My0B|fc_0a9e4511c6d55ec0016a24835369408191be0212c399bedbe7","toolName":"todo","content":[{"type":"text","text":"Created #1: Revisar actividad últimas 4 semanas desde wifi tracker (pending)"}],"details":{"action":"create","params":{"action":"create","subject":"Revisar actividad últimas 4 semanas desde wifi tracker","description":"Encontrar datos del wifi tracker, calcular actividad de las últimas 4 semanas y responder al usuario.","activeForm":"revisando wifi tracker","status":"in_progress"},"tasks":[{"id":1,"subject":"Revisar actividad últimas 4 semanas desde wifi tracker","status":"pending","description":"Encontrar datos del wifi tracker, calcular actividad de las últimas 4 semanas y responder al usuario.","activeForm":"revisando wifi tracker"}],"nextId":2},"isError":false,"timestamp":1780777811641}}
{"type":"message","id":"2965c71d","parentId":"023a3eff","timestamp":"2026-06-06T20:30:13.644Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"call_2spxM8uaT1qE2YCIQXXpWtJ2|fc_0a9e4511c6d55ec0016a2483548560819191751548fe8869d2","name":"bash","arguments":{"command":"find /home/sebas -maxdepth 4 \\( -iname '*wifi*tracker*' -o -iname '*wifitracker*' -o -iname '*wifi*' \\) 2>/dev/null | head -200"}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":5567,"output":67,"cacheRead":0,"cacheWrite":0,"totalTokens":5634,"cost":{"input":0.013917500000000001,"output":0.001005,"cacheRead":0,"cacheWrite":0,"total":0.014922500000000002}},"stopReason":"toolUse","timestamp":1780777811642,"responseId":"resp_0a9e4511c6d55ec0016a248353c1708191b923565f62375e94"}}
{"type":"message","id":"48a0d864","parentId":"2965c71d","timestamp":"2026-06-06T20:30:13.697Z","message":{"role":"toolResult","toolCallId":"call_2spxM8uaT1qE2YCIQXXpWtJ2|fc_0a9e4511c6d55ec0016a2483548560819191751548fe8869d2","toolName":"bash","content":[{"type":"text","text":"/home/sebas/pi-config/bin/wifi-presence-log\n/home/sebas/pi-config/bin/wifi-tracker-api.py\n/home/sebas/pi-config/bin/__pycache__/wifi-tracker-api.cpython-313.pyc\n/home/sebas/pi-config/bin/__pycache__/wifi-presence-logcpython-313.pyc\n/home/sebas/pi-config/scripts/wifi-tracker-api.service\n/home/sebas/pi-config/scripts/install-wifi-tracker-api-service.sh\n/home/sebas/pi-config/docs/wifi-tracker.md\n/home/sebas/work/tasks/T-004/nginx-and-wifi-install-paths.md\n/home/sebas/.config/systemd/user/wifi-tracker-api.service\n/home/sebas/.config/systemd/user/wifi-presence-log.service\n/home/sebas/.config/systemd/user/wifi-presence-log.timer\n/home/sebas/runtime/agent-logs/wifi-presence\n"}],"isError":false,"timestamp":1780777813697}}
{"type":"message","id":"6d7a4a5f","parentId":"48a0d864","timestamp":"2026-06-06T20:30:16.174Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"","thinkingSignature":"{\"id\":\"rs_0a9e4511c6d55ec0016a2483565cb48191b63baa54825de684\",\"type\":\"reasoning\",\"content\":[],\"encrypted_content\":\"gAAAAABqJINYnuvhaE05tvwE1koIRfe3cWiKKXMmok3hYO4c1GXQaq2mIEY3D_ANs4xi8i6f23DnjYQ_A5pk1BfOKl4BV4EIO6nB0f7uhuP-FcuDnukr4kxgv-Jhb6pKU1AZ57e4I9QpwXR9K80goQNr2NxZ7POj0smXlEqYdkwPToS1ucFlGSakdTIht6DbD_FDbeUpX22KDIXwq7edG4zEBdzV0wuTmAUrt1ZXSG0-WDfvw1JUl8iC2rmhfLmYuVOduOLqnK3NU7IY9etobGZAS4tTWZRDcPx0TNl7X-JgUnNn957eF3o3iECKh5SWcsHmNM5EDpdM52sGEEE03Ue8i7KqHvCLUl9yAMSIlsg1ohLFAEtCIWL0W4l3XggCuh8QR7UmvwDTYBLBdM8ONCHNEoGz_Yyv65CtPIxID4GJvm7ETAVRKlOzNIK6j8Qgw8cTYGlS-xbYUgRA4ky8tE51cUtjTI4Y5GbwhvCM0N4MvGjkOmhus6b8BvCXE_LIoAcasbmnLFYT9t-uEouY0UXlNXWJBDdEyUagaZ1syTP-YOIAmDyhwdO6bDZSDQhyPD8w5FhRGBwv9WM6yyMCg_n4ekIo8CUfD0rxti8PTvP0X3N7mDd8sYABczdD4E7utGxrPkUzDxfHm47es6fE1QjbKv9EStSRPxjK0VpMV1-c1B0xT5_ON4qPxPc8tVb-2TrTh3U0_tvhw4jXGGx5QnG7pcZ2upjeusVjsMo-l2w3tQHwIn3P_YXdZNn5zLi-xaSJ407XweNXykHrp-ybtVQo5Vz2jiVcCGoWgbACFaO_T07lRa_M8IkITQtraAz_TjFAhyH4u_ja-Q4yfC_o6eqmAjuGjwwiHhhKczfG_fUS-mN8dwwEsmYSEVQLYzbY93Kt-M2t8JFF1wF1bsef-z76wFoaHmspLrIitV8sa45k3lOPtys-qSCEUpp2RCoTuBmEGNDm0xWo\",\"summary\":[]}"},{"type":"toolCall","id":"call_NCHkJGQRxOhpUP9UGdqws0uj|fc_0a9e4511c6d55ec0016a2483581df48191802b8f3ade3adec3","name":"read","arguments":{"path":"/home/sebas/pi-config/docs/wifi-tracker.md"}},{"type":"toolCall","id":"call_KfsN6aUQryxfhA7EDvwK5hml|fc_0a9e4511c6d55ec0016a2483581e0c819180f437b3246b1626","name":"bash","arguments":{"command":"find /home/sebas/runtime/agent-logs/wifi-presence -maxdepth 2 -type f | sort | tail -50"}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":708,"output":97,"cacheRead":5120,"cacheWrite":0,"totalTokens":5925,"cost":{"input":0.00177,"output":0.0014550000000000001,"cacheRead":0.0012799999999999999,"cacheWrite":0,"total":0.004505}},"stopReason":"toolUse","timestamp":1780777813698,"responseId":"resp_0a9e4511c6d55ec0016a248355c7b4819191708159dc75466f"}}
{"type":"message","id":"57174ee4","parentId":"6d7a4a5f","timestamp":"2026-06-06T20:30:16.191Z","message":{"role":"toolResult","toolCallId":"call_NCHkJGQRxOhpUP9UGdqws0uj|fc_0a9e4511c6d55ec0016a2483581df48191802b8f3ade3adec3","toolName":"read","content":[{"type":"text","text":"# WiFi Tracker\n\n## Purpose\n\nTrack LAN/Wi‑Fi presence visible from `ballbox-first` and expose a simple dashboard at `/wifi-tracker/`.\n\nThis is presence estimation from the Pi.\nIt is not exact AP association telemetry.\n\n## Pieces\n\n- collector: `/home/sebas/pi-config/bin/wifi-presence-log`\n- raw events: `/home/sebas/runtime/agent-logs/wifi-presence/activity.jsonl`\n- rotated raw events: `/home/sebas/runtime/agent-logs/wifi-presence/activity-*.jsonl`\n- state: `/home/sebas/runtime/agent-logs/wifi-presence/state.json`\n- aliases: `/home/sebas/runtime/agent-logs/wifi-presence/aliases.json`\n- fingerprints/evidence: `/home/sebas/runtime/agent-logs/wifi-presence/fingerprints.json`\n- alert prefs: `/home/sebas/runtime/agent-logs/wifi-presence/alert-prefs.json`\n- inventory ever-seen: `/home/sebas/runtime/agent-logs/wifi-presence/inventory.json`\n- summary: `/var/www/wifi-tracker/summary.json`\n- UI: `/var/www/wifi-tracker/index.html`\n- API: `/home/sebas/pi-config/bin/wifi-tracker-api.py`\n\n## Services\n\n- `wifi-presence-log.timer`\n- `wifi-presence-log.service`\n- `wifi-tracker-api.service`\n\n## URLs\n\n- `/wifi-tracker/`\n- `/wifi-tracker/api/summary`\n- `/wifi-tracker/api/aliases`\n- `/wifi-tracker/api/alert-prefs`\n- `/wifi-tracker/api/health`\n\n## Useful commands\n\n```bash\nsystemctl --user status wifi-presence-log.timer\nsystemctl --user status wifi-tracker-api.service\nsystemctl --user start wifi-presence-log.service\njournalctl --user -u wifi-tracker-api.service -n 50 --no-pager\ncurl -s http://127.0.0.1/wifi-tracker/api/health | jq\ncurl -s http://127.0.0.1/wifi-tracker/api/summary | jq '.totals'\ntail -n 20 /home/sebas/runtime/agent-logs/wifi-presence/activity.jsonl\n```\n\n## Data model\n\nRaw event types:\n\n- `cycle_start`\n- `router_probe`\n- `device_snapshot`\n- `device_online`\n- `device_offline`\n- `cycle_end`\n\nDashboard activity summary is still derived from approximate sessions.\nA new session starts when snapshot gaps exceed the configured offline gap.\nBuckets still exist in summary data, but the main UI now emphasizes a device presence timeline instead of percentage-style bars.\n\nThe main graph shows horizontal blue segments for periods considered present.\nThose segments are derived from raw `device_snapshot` observations, with online turning on immediately and offline only turning off after 3 consecutive missing scan slots (~6 minutes at the current 2-minute scan interval).\n\nThe collector now also maintains an `inventory.json` ever-seen device list so historical devices remain visible in the UI even if they are not present in the current state snapshot.\n\nThe collector now also runs lightweight proactive fingerprinting for visible devices.\nIf a device has no manual alias, the service may write a descriptive alias directly into `aliases.json` with a ` [from AI]` suffix.\nManual aliases always win and are not overwritten.\n\nPer-MAC evidence is stored in `fingerprints.json`, including guessed alias, confidence, sources, ports, and small evidence snippets.\n\n## Retention\n\nThe raw JSONL log rotates automatically when it grows past the configured size threshold.\nOld rotated files are kept in a small rolling set.\n\nAlert toggles are stored in `alert-prefs.json`.\nThe UI can enable or disable alerts per device without removing the device from the inventory.\n"}],"isError":false,"timestamp":1780777816191}}
{"type":"message","id":"5bbd7d9e","parentId":"57174ee4","timestamp":"2026-06-06T20:30:16.191Z","message":{"role":"toolResult","toolCallId":"call_KfsN6aUQryxfhA7EDvwK5hml|fc_0a9e4511c6d55ec0016a2483581e0c819180f437b3246b1626","toolName":"bash","content":[{"type":"text","text":"/home/sebas/runtime/agent-logs/wifi-presence/activity-20260526-160119.jsonl\n/home/sebas/runtime/agent-logs/wifi-presence/activity-20260528-213316.jsonl\n/home/sebas/runtime/agent-logs/wifi-presence/activity-20260531-101721.jsonl\n/home/sebas/runtime/agent-logs/wifi-presence/activity-20260602-185215.jsonl\n/home/sebas/runtime/agent-logs/wifi-presence/activity-20260605-041624.jsonl\n/home/sebas/runtime/agent-logs/wifi-presence/activity.jsonl\n/home/sebas/runtime/agent-logs/wifi-presence/alert-prefs.json\n/home/sebas/runtime/agent-logs/wifi-presence/aliases.json\n/home/sebas/runtime/agent-logs/wifi-presence/fingerprints.json\n/home/sebas/runtime/agent-logs/wifi-presence/inventory.json\n/home/sebas/runtime/agent-logs/wifi-presence/state.json\n"}],"isError":false,"timestamp":1780777816191}}
{"type":"message","id":"3b03aeb4","parentId":"5bbd7d9e","timestamp":"2026-06-06T20:30:22.865Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"**Analyzing activity logs**\n\nI need to summarize the activity from the last four weeks. It seems like I'd have to parse logs that might include device snapshots and some alias information. I'll want to inspect the summary to see if it should include session details. Maybe I could also check for API summaries. Let's take a closer look at what the summaries contain!","thinkingSignature":"{\"id\":\"rs_0a9e4511c6d55ec0016a248358d0cc8191ad7ff617427d2f2a\",\"type\":\"reasoning\",\"content\":[],\"encrypted_content\":\"gAAAAABqJINeZX01glcAF-0G0TGS-bxoV6Xz7LI4tjtFFTby6LhJNIJt4gLQXHz1Msxzp8mytZI_50W-9B5zpctPSOXsWTeUAk3otcOegSAlrIzTsl9ktWkThwRv70pFkMxV_os9r0Hm0urytni0N_0u_2Lf7fpfhRzHecwlCGcQ6m-wByHDyYx9phhOyznOHiDQLr-fjwdAkYxYZWimYrJQJi2UQp3uM61-joAYIW4kffTsUpzNiNhbIjrR0iZTATpQPHH4Gkp6aHV9EXIdxO4s6I2QVPUHiNo2O-XsiuyRpYzsMGc7PFmjdW4bwjuBrvojmoZvneZ36VwAOwPSPe4RML-YIN4Dfj1-uV1l0vA6ewFkC9Bulugnk6QT5ABb9OVDGtnOzI2aMb7lURQZ6OaElzDrjhs1iMtipRMDGBdw4v46SIz0dGXLcZNu07_CmfHppDwRbGGsmbWchsm7OrHSHltXJ4ZdOwnKZsDNnphEDgaTV7qrz37XuVOV1tX9JWB9o9_4WtREWAMns5cfhNhkZSi7uulzItFedpdWrigbCEOORpRQ1hphSQtXQD9vP61O23kbzJ7CelHtwESVXp2VnWkn8JBrMnoF2_CQ9wofQcmUdAs1lTMUSpZAMMP439d2UNmETIlPQf-rzyl90rj688qB03X31vY5Qd6YDcc2QFv2Gio4VJ8zqz8-7iVLngZcqRu9-uZ2kqTdv_cKNWW0Rm1M0sdqNava1lKsR65YjWkzUmliJxeru2TMHjCSc9fRqCbvdcasNUiKFsi58PI9Z_i1a9Hf0F0hjgSKsnMXlY1s3bLnWu3hDxZJuRJrNyCl1eLg1I9QE38BTWPSsmrHJBM60tnAUcpHshvgDn5f9wYZlV8NowoLDr0VW5i6HKxsLeSLaNMVnr2iwNB3M9mUF8n7CWMg56OgcnA5CQ9GrN3PSlJg_CUnuD695YmF7ykZCQFtSaCB0ck7MFPXcTi5oJ0LLqSEC486gKR2m5LaytGCBRUNGQys9lIcdsWJbBIP3GGWwdn3wV9XEoGdYOcZLLp8OT4cFC65MhGxjDJyrVTTKQXlQplGFsxIzoa7BEpEi4t855xHZc7tL9fcNHzC_SpFSXqcBK_SblSrosMVkmYdByOAIWHYMH9-HBN9-ZiwmLHZJed3g9CoHEBno3_C9m2vZW6btg==\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Analyzing activity logs**\\n\\nI need to summarize the activity from the last four weeks. It seems like I'd have to parse logs that might include device snapshots and some alias information. I'll want to inspect the summary to see if it should include session details. Maybe I could also check for API summaries. Let's take a closer look at what the summaries contain!\"}]}"},{"type":"toolCall","id":"call_exDmrayjY7G0tYkZGVtCzEFM|fc_0a9e4511c6d55ec0016a24835ec97481918b1b14168d12be4d","name":"bash","arguments":{"command":"python - <<'PY'\nimport json\np='/var/www/wifi-tracker/summary.json'\nprint(open(p).read()[:4000])\nPY"}},{"type":"toolCall","id":"call_VBgk02PgtiEgUztRWfLenQ43|fc_0a9e4511c6d55ec0016a24835ec9848191bab3eb3a26361078","name":"read","arguments":{"path":"/home/sebas/runtime/agent-logs/wifi-presence/aliases.json"}},{"type":"toolCall","id":"call_6Z0HnwLXmwklKlw8usLghBnU|fc_0a9e4511c6d55ec0016a24835ec99c8191a80416d6cefc4a49","name":"read","arguments":{"path":"/home/sebas/runtime/agent-logs/wifi-presence/inventory.json","offset":1,"limit":200}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":1310,"output":173,"cacheRead":5632,"cacheWrite":0,"totalTokens":7115,"cost":{"input":0.003275,"output":0.002595,"cacheRead":0.001408,"cacheWrite":0,"total":0.007278}},"stopReason":"toolUse","timestamp":1780777816192,"responseId":"resp_0a9e4511c6d55ec0016a24835845748191bacb66900308c3ba"}}
{"type":"message","id":"1ae2f878","parentId":"3b03aeb4","timestamp":"2026-06-06T20:30:22.923Z","message":{"role":"toolResult","toolCallId":"call_exDmrayjY7G0tYkZGVtCzEFM|fc_0a9e4511c6d55ec0016a24835ec97481918b1b14168d12be4d","toolName":"bash","content":[{"type":"text","text":"{\n  \"aliases\": {\n    \"12:6e:0c:42:eb:c9\": \"Macbook sebas\",\n    \"16:a3:ee:79:d7:8f\": \"Apple iPhone con MAC privada y puertos lockdownd [from AI]\",\n    \"1c:3c:d4:06:a0:9b\": \"Router Casa\",\n    \"2c:cf:67:94:23:8d\": \"ballbox-first\",\n    \"38:2c:e5:4c:99:b7\": \"Enchufe smart - Luces balcon\",\n    \"48:5c:2c:4c:36:c6\": \"Android TV - TV de Sala 68\",\n    \"52:b2:e7:72:71:b5\": \"iphone nacho nc\",\n    \"74:e6:b8:38:96:44\": \"LG Smart TV - Living\",\n    \"92:1e:fe:36:21:42\": \"Dispositivo con MAC privada / probable m\\u00f3vil [from AI]\",\n    \"98:77:d5:11:b2:e0\": \"Luz WiZ 4\",\n    \"98:77:d5:11:c1:ca\": \"Luz WiZ 3\",\n    \"ae:54:7d:48:70:dc\": \"Apple iPhone con MAC privada y puertos lockdownd [from AI]\",\n    \"b0:2a:43:83:47:fc\": \"Google Home Mini - Sala de estar\",\n    \"c4:82:e1:b4:d7:ca\": \"Smart infrared remote\",\n    \"cc:40:85:0a:cb:56\": \"Luz WiZ\",\n    \"cc:40:85:0b:e1:5e\": \"Luz WiZ 2\",\n    \"e6:5a:df:8b:89:96\": \"iphone rodri\",\n    \"fe:8c:bc:ae:b6:e4\": \"iPhone sebas\"\n  },\n  \"cidr\": \"192.168.1.0/24\",\n  \"devices\": [\n    {\n      \"activity\": {\n        \"day\": [\n          {\n            \"bucket\": \"2026-05-24\",\n            \"count\": 0\n          },\n          {\n            \"bucket\": \"2026-05-25\",\n            \"count\": 0\n          },\n          {\n            \"bucket\": \"2026-05-26\",\n            \"count\": 0\n          },\n          {\n            \"bucket\": \"2026-05-27\",\n            \"count\": 0\n          },\n          {\n            \"bucket\": \"2026-05-28\",\n            \"count\": 0\n          },\n          {\n            \"bucket\": \"2026-05-29\",\n            \"count\": 0\n          },\n          {\n            \"bucket\": \"2026-05-30\",\n            \"count\": 0\n          },\n          {\n            \"bucket\": \"2026-05-31\",\n            \"count\": 0\n          },\n          {\n            \"bucket\": \"2026-06-01\",\n            \"count\": 0\n          },\n          {\n            \"bucket\": \"2026-06-02\",\n            \"count\": 0\n          },\n          {\n            \"bucket\": \"2026-06-03\",\n            \"count\": 0\n          },\n          {\n            \"bucket\": \"2026-06-04\",\n            \"count\": 0\n          },\n          {\n            \"bucket\": \"2026-06-05\",\n            \"count\": 19.69\n          },\n          {\n            \"bucket\": \"2026-06-06\",\n            \"count\": 20.52\n          }\n        ],\n        \"hour\": [\n          {\n            \"bucket\": \"2026-06-05T21:00Z\",\n            \"count\": 1.0\n          },\n          {\n            \"bucket\": \"2026-06-05T22:00Z\",\n            \"count\": 1.0\n          },\n          {\n            \"bucket\": \"2026-06-05T23:00Z\",\n            \"count\": 1.0\n          },\n          {\n            \"bucket\": \"2026-06-06T00:00Z\",\n            \"count\": 1.0\n          },\n          {\n            \"bucket\": \"2026-06-06T01:00Z\",\n            \"count\": 1.0\n          },\n          {\n            \"bucket\": \"2026-06-06T02:00Z\",\n            \"count\": 1.0\n          },\n          {\n            \"bucket\": \"2026-06-06T03:00Z\",\n            \"count\": 1.0\n          },\n          {\n            \"bucket\": \"2026-06-06T04:00Z\",\n            \"count\": 1.0\n          },\n          {\n            \"bucket\": \"2026-06-06T05:00Z\",\n            \"count\": 1.0\n          },\n          {\n            \"bucket\": \"2026-06-06T06:00Z\",\n            \"count\": 1.0\n          },\n          {\n            \"bucket\": \"2026-06-06T07:00Z\",\n            \"count\": 1.0\n          },\n          {\n            \"bucket\": \"2026-06-06T08:00Z\",\n            \"count\": 1.0\n          },\n          {\n            \"bucket\": \"2026-06-06T09:00Z\",\n            \"count\": 1.0\n          },\n          {\n            \"bucket\": \"2026-06-06T10:00Z\",\n            \"count\": 1.0\n          },\n          {\n            \"bucket\": \"2026-06-06T11:00Z\",\n            \"count\": 1.0\n          },\n          {\n            \"bucket\": \"2026-06-06T12:00Z\",\n            \"count\": 1.0\n          },\n          {\n            \"bucket\": \"2026-06-06T13:00Z\",\n            \"count\": 1.0\n          },\n          {\n            \"bucket\": \"2026-06-06T14:00Z\",\n            \"count\": 1.0\n          },\n          {\n            \"bucket\": \"2026-06-06T15:00Z\",\n            \"count\n"}],"isError":false,"timestamp":1780777822923}}
{"type":"message","id":"44e4964c","parentId":"1ae2f878","timestamp":"2026-06-06T20:30:22.923Z","message":{"role":"toolResult","toolCallId":"call_VBgk02PgtiEgUztRWfLenQ43|fc_0a9e4511c6d55ec0016a24835ec9848191bab3eb3a26361078","toolName":"read","content":[{"type":"text","text":"{\n  \"12:6e:0c:42:eb:c9\": \"Macbook sebas\",\n  \"16:a3:ee:79:d7:8f\": \"Apple iPhone con MAC privada y puertos lockdownd [from AI]\",\n  \"1c:3c:d4:06:a0:9b\": \"Router Casa\",\n  \"2c:cf:67:94:23:8d\": \"ballbox-first\",\n  \"38:2c:e5:4c:99:b7\": \"Enchufe smart - Luces balcon\",\n  \"48:5c:2c:4c:36:c6\": \"Android TV - TV de Sala 68\",\n  \"52:b2:e7:72:71:b5\": \"iphone nacho nc\",\n  \"74:e6:b8:38:96:44\": \"LG Smart TV - Living\",\n  \"92:1e:fe:36:21:42\": \"Dispositivo con MAC privada / probable m\\u00f3vil [from AI]\",\n  \"98:77:d5:11:b2:e0\": \"Luz WiZ 4\",\n  \"98:77:d5:11:c1:ca\": \"Luz WiZ 3\",\n  \"ae:54:7d:48:70:dc\": \"Apple iPhone con MAC privada y puertos lockdownd [from AI]\",\n  \"b0:2a:43:83:47:fc\": \"Google Home Mini - Sala de estar\",\n  \"c4:82:e1:b4:d7:ca\": \"Smart infrared remote\",\n  \"cc:40:85:0a:cb:56\": \"Luz WiZ\",\n  \"cc:40:85:0b:e1:5e\": \"Luz WiZ 2\",\n  \"e6:5a:df:8b:89:96\": \"iphone rodri\",\n  \"fe:8c:bc:ae:b6:e4\": \"iPhone sebas\"\n}\n"}],"isError":false,"timestamp":1780777822923}}
{"type":"message","id":"417acb95","parentId":"44e4964c","timestamp":"2026-06-06T20:30:22.923Z","message":{"role":"toolResult","toolCallId":"call_6Z0HnwLXmwklKlw8usLghBnU|fc_0a9e4511c6d55ec0016a24835ec99c8191a80416d6cefc4a49","toolName":"read","content":[{"type":"text","text":"{\n  \"devices\": {\n    \"12:6e:0c:42:eb:c9\": {\n      \"alias\": \"Macbook sebas\",\n      \"display_name\": \"Macbook sebas\",\n      \"first_seen_ts\": \"2026-05-05T17:00:53Z\",\n      \"iface\": \"wlan0\",\n      \"ip\": \"192.168.1.3\",\n      \"last_seen_ts\": \"2026-06-06T20:29:18Z\",\n      \"mac\": \"12:6e:0c:42:eb:c9\",\n      \"neighbor_state\": \"DELAY\",\n      \"online\": true,\n      \"oui_prefix\": \"12:6E:0C\",\n      \"reachable\": true,\n      \"roles\": []\n    },\n    \"16:a3:ee:79:d7:8f\": {\n      \"alias\": \"Apple iPhone con MAC privada y puertos lockdownd [from AI]\",\n      \"display_name\": \"Apple iPhone con MAC privada y puertos lockdownd [from AI]\",\n      \"first_seen_ts\": \"2026-05-28T15:04:22Z\",\n      \"iface\": \"wlan0\",\n      \"ip\": \"192.168.1.60\",\n      \"last_seen_ts\": \"2026-06-05T15:16:35Z\",\n      \"mac\": \"16:a3:ee:79:d7:8f\",\n      \"neighbor_state\": \"PROBE\",\n      \"online\": false,\n      \"oui_prefix\": \"16:A3:EE\",\n      \"reachable\": true,\n      \"roles\": []\n    },\n    \"1c:3c:d4:06:a0:9b\": {\n      \"alias\": \"Router Casa\",\n      \"display_name\": \"Router Casa\",\n      \"first_seen_ts\": \"2026-05-05T17:00:53Z\",\n      \"hostname\": \"dev.opt\",\n      \"iface\": \"wlan0\",\n      \"ip\": \"192.168.1.1\",\n      \"last_seen_ts\": \"2026-06-06T20:29:18Z\",\n      \"mac\": \"1c:3c:d4:06:a0:9b\",\n      \"neighbor_state\": \"REACHABLE\",\n      \"online\": true,\n      \"oui_prefix\": \"1C:3C:D4\",\n      \"reachable\": true,\n      \"roles\": [\n        \"gateway\"\n      ]\n    },\n    \"38:2c:e5:4c:99:b7\": {\n      \"alias\": \"Enchufe smart - Luces balcon\",\n      \"display_name\": \"Enchufe smart - Luces balcon\",\n      \"first_seen_ts\": \"2026-05-05T19:11:04Z\",\n      \"iface\": \"wlan0\",\n      \"ip\": \"192.168.1.48\",\n      \"last_seen_ts\": \"2026-06-06T20:29:18Z\",\n      \"mac\": \"38:2c:e5:4c:99:b7\",\n      \"neighbor_state\": \"REACHABLE\",\n      \"online\": true,\n      \"oui_prefix\": \"38:2C:E5\",\n      \"reachable\": true,\n      \"roles\": []\n    },\n    \"40:1a:58:c7:5c:3d\": {\n      \"alias\": null,\n      \"display_name\": \"40:1a:58:c7:5c:3d\",\n      \"first_seen_ts\": \"2026-05-11T13:37:25Z\",\n      \"iface\": \"wlan0\",\n      \"ip\": \"192.168.1.87\",\n      \"last_seen_ts\": \"2026-06-05T15:14:36Z\",\n      \"mac\": \"40:1a:58:c7:5c:3d\",\n      \"neighbor_state\": \"PROBE\",\n      \"online\": false,\n      \"oui_prefix\": \"40:1A:58\",\n      \"reachable\": true,\n      \"roles\": []\n    },\n    \"48:5c:2c:4c:36:c6\": {\n      \"alias\": \"Android TV - TV de Sala 68\",\n      \"display_name\": \"Android TV - TV de Sala 68\",\n      \"first_seen_ts\": \"2026-05-05T17:00:53Z\",\n      \"iface\": \"wlan0\",\n      \"ip\": \"192.168.1.32\",\n      \"last_seen_ts\": \"2026-06-06T20:29:18Z\",\n      \"mac\": \"48:5c:2c:4c:36:c6\",\n      \"neighbor_state\": \"REACHABLE\",\n      \"online\": true,\n      \"oui_prefix\": \"48:5C:2C\",\n      \"reachable\": true,\n      \"roles\": []\n    },\n    \"52:b2:e7:72:71:b5\": {\n      \"alias\": \"iphone nacho nc\",\n      \"display_name\": \"iphone nacho nc\",\n      \"first_seen_ts\": \"2026-05-06T02:24:00Z\",\n      \"iface\": \"wlan0\",\n      \"ip\": \"192.168.1.19\",\n      \"last_seen_ts\": \"2026-05-06T02:24:00Z\",\n      \"mac\": \"52:b2:e7:72:71:b5\",\n      \"neighbor_state\": \"STALE\",\n      \"online\": false,\n      \"oui_prefix\": \"52:B2:E7\",\n      \"reachable\": true,\n      \"roles\": []\n    },\n    \"74:e6:b8:38:96:44\": {\n      \"alias\": \"LG Smart TV - Living\",\n      \"display_name\": \"LG Smart TV - Living\",\n      \"first_seen_ts\": \"2026-05-05T17:00:53Z\",\n      \"iface\": \"wlan0\",\n      \"ip\": \"192.168.1.59\",\n      \"last_seen_ts\": \"2026-06-06T20:29:18Z\",\n      \"mac\": \"74:e6:b8:38:96:44\",\n      \"neighbor_state\": \"REACHABLE\",\n      \"online\": true,\n      \"oui_prefix\": \"74:E6:B8\",\n      \"reachable\": true,\n      \"roles\": []\n    },\n    \"92:1e:fe:36:21:42\": {\n      \"alias\": \"Dispositivo con MAC privada / probable m\\u00f3vil [from AI]\",\n      \"display_name\": \"Dispositivo con MAC privada / probable m\\u00f3vil [from AI]\",\n      \"first_seen_ts\": \"2026-06-05T15:02:28Z\",\n      \"iface\": \"wlan0\",\n      \"ip\": \"192.168.1.47\",\n      \"last_seen_ts\": \"2026-06-05T15:16:35Z\",\n      \"mac\": \"92:1e:fe:36:21:42\",\n      \"neighbor_state\": \"PROBE\",\n      \"online\": false,\n      \"oui_prefix\": \"92:1E:FE\",\n      \"reachable\": true,\n      \"roles\": []\n    },\n    \"98:77:d5:11:b2:e0\": {\n      \"alias\": \"Luz WiZ 4\",\n      \"display_name\": \"Luz WiZ 4\",\n      \"first_seen_ts\": \"2026-05-07T20:51:15Z\",\n      \"iface\": \"wlan0\",\n      \"ip\": \"192.168.1.77\",\n      \"last_seen_ts\": \"2026-05-25T20:22:28Z\",\n      \"mac\": \"98:77:d5:11:b2:e0\",\n      \"neighbor_state\": \"PROBE\",\n      \"online\": false,\n      \"oui_prefix\": \"98:77:D5\",\n      \"reachable\": true,\n      \"roles\": []\n    },\n    \"98:77:d5:11:c1:ca\": {\n      \"alias\": \"Luz WiZ 3\",\n      \"display_name\": \"Luz WiZ 3\",\n      \"first_seen_ts\": \"2026-05-06T23:15:15Z\",\n      \"iface\": \"wlan0\",\n      \"ip\": \"192.168.1.76\",\n      \"last_seen_ts\": \"2026-06-03T17:58:21Z\",\n      \"mac\": \"98:77:d5:11:c1:ca\",\n      \"neighbor_state\": \"PROBE\",\n      \"online\": false,\n      \"oui_prefix\": \"98:77:D5\",\n      \"reachable\": true,\n      \"roles\": []\n    },\n    \"ae:54:7d:48:70:dc\": {\n      \"alias\": \"Apple iPhone con MAC privada y puertos lockdownd [from AI]\",\n      \"display_name\": \"Apple iPhone con MAC privada y puertos lockdownd [from AI]\",\n      \"first_seen_ts\": \"2026-05-23T03:50:16Z\",\n      \"iface\": \"wlan0\",\n      \"ip\": \"192.168.1.86\",\n      \"last_seen_ts\": \"2026-05-25T20:24:21Z\",\n      \"mac\": \"ae:54:7d:48:70:dc\",\n      \"neighbor_state\": \"PROBE\",\n      \"online\": false,\n      \"oui_prefix\": \"AE:54:7D\",\n      \"reachable\": true,\n      \"roles\": []\n    },\n    \"b0:2a:43:83:47:fc\": {\n      \"alias\": \"Google Home Mini - Sala de estar\",\n      \"display_name\": \"Google Home Mini - Sala de estar\",\n      \"first_seen_ts\": \"2026-05-05T17:00:53Z\",\n      \"iface\": \"wlan0\",\n      \"ip\": \"192.168.1.7\",\n      \"last_seen_ts\": \"2026-06-06T20:29:18Z\",\n      \"mac\": \"b0:2a:43:83:47:fc\",\n      \"neighbor_state\": \"REACHABLE\",\n      \"online\": true,\n      \"oui_prefix\": \"B0:2A:43\",\n      \"reachable\": true,\n      \"roles\": []\n    },\n    \"c4:82:e1:b4:d7:ca\": {\n      \"alias\": \"Smart infrared remote\",\n      \"display_name\": \"Smart infrared remote\",\n      \"first_seen_ts\": \"2026-05-05T19:11:04Z\",\n      \"iface\": \"wlan0\",\n      \"ip\": \"192.168.1.43\",\n      \"last_seen_ts\": \"2026-06-06T20:29:18Z\",\n      \"mac\": \"c4:82:e1:b4:d7:ca\",\n      \"neighbor_state\": \"REACHABLE\",\n      \"online\": true,\n      \"oui_prefix\": \"C4:82:E1\",\n      \"reachable\": true,\n      \"roles\": []\n\n[60 more lines in file. Use offset=201 to continue.]"}],"isError":false,"timestamp":1780777822923}}
{"type":"message","id":"cd63a622","parentId":"417acb95","timestamp":"2026-06-06T20:30:27.791Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"**Inspecting device activity**\n\nI want to check activity from the last four weeks, starting from May 9. The user seems interested in overall activity, possibly focusing on devices. I think I need to compute notable periods, so I'll look into the raw logs to build a summary of device active hours and days. It's important to keep it concise, so I might use Python to parse the device snapshots over that range and inspect the event schema for details.","thinkingSignature":"{\"id\":\"rs_0a9e4511c6d55ec0016a24835f90bc81919cf06e72d8845f13\",\"type\":\"reasoning\",\"content\":[],\"encrypted_content\":\"gAAAAABqJINjM5PkUojaWHMa0GvZQzUIFvo6oofWZoXYuL7XW3y8In3g27PFmYePSZMMxEdR2m3UdFfDauuRRFs7dqeH6NVkti42yePqj3XWMPn77CfPKXAILGKd1WCyPze11iqPKdca8m-Gfxju1p7jilIn0IbxCjFhMprA_IYvzYfbl9iWSynMXHsYGRo8BJ6IjaLDqydhRAAi6a4jzPSV68tm6C6mqLg5wbRZ4whxDkTXXT6nmS453PTMvU7X0Vt60S5s5n1VLCIA7UDuFsWlM8r77Tsq795Ht48Xj1D8IvPZRljzp9XdQrm9JCY2njEVOKBUapCvu7A_aP-hsV6iebCKU5NTHbioWIuAHf2DHaS4TLJj8jzzUZWH_lvhmqbth_if_NzV_qJg8SI8BGYZpUa5fWiJPiewFS5WK_wGcGvLk75cQYbWlWxR6Af1b8bI-bdHuZo8_O8KFbRgGZF4PnIG_OP4Y1Mc6U-dKIQ4OkuZeGIDsSzRQp50AXoRCqjcd-L-FdA_u9IGOPVrjwY4fHaURpzUaFSE5gBPgCGuLLiTpqWIMkREaVJWYqGXsX7Pdz60bRVrG5uC8IbjEfZVop-sU93KgmLOKOPa6ldkQFasXjG9VTT0HBPRfEWe_EFnarIIDT7tz4Vvg_VcsgQx-lvqo7YEAgKpX1w6co4GYt8Ie_yIBqcI46dPgcFPh7IHZ0dF_G1T2H0wc9p7CoaRqSjBHNPvmBY-vcvDtXpU4wF674qq9cnz3ZvRCoFbgRx4PL8LHZHMQDON3H4Z2nvq1XlVyf-cwDQXpwBnAyjGWqF0zKy3__6PYL5jSeV3M9x4lOdfAQM-Du4N_ysyPCMZrenVmTumAmQiaxOW20vwYCVOVSq35Gu5Si95eYfslF3if3XoiwJeibsfgT2Uh9Y9e-8130GdyU-P0bcL5IldIRRaNNV7H527l3PJj3bflKdPhGm6muEutjragrfWh6xQ1dPn8Luz-zgTOhKPeM2Yg4yf5N5vaF02Rx0dWqiYNg3XKQYvgW_71zzmSgi4sYHQfRypfUgDrLTqqWXdWlyJN-_RHx-wuVNZAkPGV_cOXzpur-rGHCn8TR730b3FGzeWMXnn4a3g29-dX6EGohanc0HkB2wKPUpJZXtxWrRCZWCwoa9iBv9Nk8VRKaWmGJFqm4xcuwGrCpEe87RSkFeWZCVi4EoTf7Xmfe4b13gToyrnqLJZGGFCMeb_yGT65lT_CEVwXcm2b8r7XBuAEDnABnJYW_P4K6GqlG0ZZDO5RlK_pgOsZCh5dJOv6Fnz5OGQ4eoMNfnrG6gwJ5iwF_eiw27DGfs4H4BxEcl1w74RDuMjgupGlStFPuT3HLdythlu30--Gi-JKid_leSBEf07G08rySgFNWq_geA7ViDiUWiNas-8l_SPc1aw86wpPbOcwU2S4KynJA==\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Inspecting device activity**\\n\\nI want to check activity from the last four weeks, starting from May 9. The user seems interested in overall activity, possibly focusing on devices. I think I need to compute notable periods, so I'll look into the raw logs to build a summary of device active hours and days. It's important to keep it concise, so I might use Python to parse the device snapshots over that range and inspect the event schema for details.\"}]}"},{"type":"toolCall","id":"call_jt0JQVr8HMuQI4VThwHW8whH|fc_0a9e4511c6d55ec0016a24836304ec8191899492192c8f2419","name":"bash","arguments":{"command":"python - <<'PY'\nimport json,glob,itertools,os\nfiles=sorted(glob.glob('/home/sebas/runtime/agent-logs/wifi-presence/activity*.jsonl'))\nfor f in files:\n    print('FILE',os.path.basename(f))\n    with open(f) as fh:\n        for line in fh:\n            obj=json.loads(line)\n            if obj.get('event')=='device_snapshot':\n                print(json.dumps(obj)[:500])\n                raise SystemExit\nPY"}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":6212,"output":214,"cacheRead":5120,"cacheWrite":0,"totalTokens":11546,"cost":{"input":0.015530000000000002,"output":0.00321,"cacheRead":0.0012799999999999999,"cacheWrite":0,"total":0.020020000000000003}},"stopReason":"toolUse","timestamp":1780777822924,"responseId":"resp_0a9e4511c6d55ec0016a24835eff108191a9a426cde333b57c"}}
{"type":"message","id":"0d931fd9","parentId":"cd63a622","timestamp":"2026-06-06T20:30:27.829Z","message":{"role":"toolResult","toolCallId":"call_jt0JQVr8HMuQI4VThwHW8whH|fc_0a9e4511c6d55ec0016a24836304ec8191899492192c8f2419","toolName":"bash","content":[{"type":"text","text":"FILE activity-20260526-160119.jsonl\n{\"device\": {\"alias\": \"Router Casa\", \"display_name\": \"Router Casa\", \"hostname\": \"dev.opt\", \"iface\": \"wlan0\", \"ip\": \"192.168.1.1\", \"mac\": \"1c:3c:d4:06:a0:9b\", \"neighbor_state\": \"REACHABLE\", \"oui_prefix\": \"1C:3C:D4\", \"reachable\": true, \"roles\": [\"gateway\"]}, \"event\": \"device_snapshot\", \"gateway\": \"192.168.1.1\", \"iface\": \"wlan0\", \"ts\": \"2026-05-24T16:47:37Z\"}\n"}],"isError":false,"timestamp":1780777827829}}
{"type":"message","id":"f9cf27b6","parentId":"0d931fd9","timestamp":"2026-06-06T20:30:38.361Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"**Analyzing device usage**\n\nI need to focus on interesting devices, perhaps personal phones and laptops. I’m considering counting overall usage, computing the hours and days for each device observed over the last four weeks while excluding infrastructure devices. I might want to list the top devices based on observed hours, along with any transient devices. This could give me useful insights into usage patterns! Let's see what I can uncover.","thinkingSignature":"{\"id\":\"rs_0a9e4511c6d55ec0016a24836495a08191bd91a580bcee6994\",\"type\":\"reasoning\",\"content\":[],\"encrypted_content\":\"gAAAAABqJINnjIHMnLGpUGa7powvp0H9SbSvdc2igRdhz1V2_3mZMlN94_hHkGMi3sOC7yD-put9oEUd-dts4sn3wAI29rnkm68pKsewcKJdw5PS6Ggd7b8gjgN9VZ6ixlf0VmaJh_GP_aFOv5If2-7H9zSGiB5_kVSlU28QbQpoQRReqWqxr9tHHDk6xwpEn5oZdINhrOF22WjX-ENJB4zVYHihlUyG9hXq1EtyOUu9rNc9HL4ak4nwTmdTUuOBEPf6oBhQBxexSWHtf_U3BKp_7eljVQxdCZo3_fFyuqx9skxrUsG8AQKKhayRdeEzBod33bPb3c9hvRjNPTriTmWALLNGynlpkYM-i4edlSnHcRnMI34b1iWJgz_8aCALQR5jWsNJnZSnJtPKeAnNs33ofxCIh56knOr5tk_x78uUrb5LLqawmfheEWusyThI8NL5-fRPbGACtJIHlLGXqf2dkcbpMvdrV0CwveXSAUeoOu_cZf5pDAsNXVkSnf2hWq7NLHWhRAU6cBVjHt-ESrS8DsuFjShlH1EiyacFva0WMR7AO0g8yT7uvGmISDEJI8gd91QgT4dS5scfv8RnHlICyYZ4Z_ydRt1XaDv0PE0YJXGp9OTUAKBselndWkr-jp2OmWqSFFliDkql6SfN5qzbiJs1yYgtlJnwmmvv-9pp6jWstWfTgo89vqw8aGAlDM9OZpdOUQ_Yqtihzs0eUc8ls9GX8EUtqMT_RxQW9ClCd4Q9gh-G0Oe2UslZnlxXn5eplBFlDObHlSqQuUauDhimqgtrm1FT8khwWJQ2CZJ3KcrtqD7B5zyOWqGlj-vFDIO3WBN1mXaFf4eS7kW7f5iEG9ZFTPRJyW2dkgtPMpd0a72OqsBzOkr9keTkPsQcUTK--1TBmzbMvjAYV3ftIVukyXuhOchBCm6yv2ZeNCZJK6T_pj2WwZKJ4jPI8cQD2IB4RvwTCkId2mVZZ9dF7YIiRwV7gQhe7AJXHvsdwrz2SIyYPX2m4nfZbDLHYNRxp8oNxhtZI4YCyPFDizLvTD-AHDsUXq2xBszTO6frgzWyzIEVdL0Izlx231K95ozmKbJlavoF7r7MzrCCZICUQlottaJroMWUBn-AuFnYpWOE8xVnkQeggpCl6gwuOYnll9gkycYP7VLAgHUTZtHzDV80hKVltjh8lZftNXct7skcdhyb4FpSsMnLiDM0Xu0EvC9aTwnIhV3aCmlC7E4dUeQV6p0VMx_GmoL9-F62U8I3k1fuolGGDa0=\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Analyzing device usage**\\n\\nI need to focus on interesting devices, perhaps personal phones and laptops. I’m considering counting overall usage, computing the hours and days for each device observed over the last four weeks while excluding infrastructure devices. I might want to list the top devices based on observed hours, along with any transient devices. This could give me useful insights into usage patterns! Let's see what I can uncover.\"}]}"},{"type":"toolCall","id":"call_1VCbXK4mXNN7frrMypwrkFSX|fc_0a9e4511c6d55ec0016a2483672c2c8191a778669198aa376e","name":"bash","arguments":{"command":"python - <<'PY'\nimport json,glob,datetime,collections,os\nstart=datetime.datetime(2026,5,9,tzinfo=datetime.timezone.utc)\nend=datetime.datetime(2026,6,7,tzinfo=datetime.timezone.utc)\nfiles=sorted(glob.glob('/home/sebas/runtime/agent-logs/wifi-presence/activity*.jsonl'))\nobs=collections.defaultdict(list)\naliases={}\nfor f in files:\n    with open(f) as fh:\n        for line in fh:\n            try:o=json.loads(line)\n            except: continue\n            if o.get('event')!='device_snapshot':\n                continue\n            ts=datetime.datetime.fromisoformat(o['ts'].replace('Z','+00:00'))\n            if not (start<=ts<end):\n                continue\n            d=o['device']; mac=d['mac']; aliases[mac]=d.get('alias') or d.get('display_name') or mac\n            obs[mac].append(ts)\n\nrows=[]\nfor mac,times in obs.items():\n    times=sorted(times)\n    days={t.date().isoformat() for t in times}\n    # approximate hours present via session stitching gaps <=6min\n    total=datetime.timedelta()\n    s=prev=times[0]\n    for t in times[1:]:\n        if t-prev <= datetime.timedelta(minutes=6):\n            prev=t\n        else:\n            total += (prev-s)+datetime.timedelta(minutes=2)\n            s=prev=t\n    total += (prev-s)+datetime.timedelta(minutes=2)\n    rows.append((total.total_seconds()/3600,len(days),len(times),mac,aliases[mac]))\nrows.sort(reverse=True)\nfor hrs,days,cnt,mac,alias in rows[:20]:\n    print(f'{hrs:6.1f}h {days:2d}d {cnt:5d} {mac} {alias}')\nprint('devices',len(rows))\nPY"}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":5056,"output":514,"cacheRead":6656,"cacheWrite":0,"totalTokens":12226,"cost":{"input":0.01264,"output":0.00771,"cacheRead":0.001664,"cacheWrite":0,"total":0.022014}},"stopReason":"toolUse","timestamp":1780777827830,"responseId":"resp_0a9e4511c6d55ec0016a248363e79081919005c78240b45f68"}}
{"type":"message","id":"679441f5","parentId":"f9cf27b6","timestamp":"2026-06-06T20:30:39.169Z","message":{"role":"toolResult","toolCallId":"call_1VCbXK4mXNN7frrMypwrkFSX|fc_0a9e4511c6d55ec0016a2483672c2c8191a778669198aa376e","toolName":"bash","content":[{"type":"text","text":" 315.6h 14d  9295 c4:82:e1:b4:d7:ca Smart infrared remote\n 315.6h 14d  9295 b0:2a:43:83:47:fc Google Home Mini - Sala de estar\n 315.6h 14d  9295 48:5c:2c:4c:36:c6 Android TV - TV de Sala 68\n 315.6h 14d  9295 38:2c:e5:4c:99:b7 Enchufe smart - Luces balcon\n 315.6h 14d  9295 1c:3c:d4:06:a0:9b Router Casa\n  94.8h  5d  2793 cc:40:85:0a:cb:56 Luz WiZ\n  53.5h  5d  1574 98:77:d5:11:c1:ca Luz WiZ 3\n  17.3h  2d   510 ae:54:7d:48:70:dc Apple iPhone con MAC privada y puertos lockdownd [from AI]\n  14.7h  1d   434 fe:8c:bc:ae:b6:e4 iPhone sebas\n  14.6h  3d   431 40:1a:58:c7:5c:3d 40:1a:58:c7:5c:3d\n   4.5h  1d   133 cc:40:85:0b:e1:5e Luz WiZ 2\n   4.5h  1d   133 98:77:d5:11:b2:e0 Luz WiZ 4\n   4.4h  2d   131 74:e6:b8:38:96:44 LG Smart TV - Living\n   3.4h  1d   101 12:6e:0c:42:eb:c9 Macbook sebas\n   1.9h  3d    57 16:a3:ee:79:d7:8f Apple iPhone con MAC privada y puertos lockdownd [from AI]\n   0.3h  1d     8 92:1e:fe:36:21:42 Dispositivo con MAC privada / probable móvil [from AI]\ndevices 16\n"}],"isError":false,"timestamp":1780777839169}}
{"type":"message","id":"72049456","parentId":"679441f5","timestamp":"2026-06-06T20:30:51.495Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"**Considering log retention limits**\n\nI'm finding that the logs only have a 14-day retention period, and I need to mention this limitation. It's possible that the tracker started later or only retains data summaries. I see that the inventory shows the first data on May 5, while the logs began rotating on May 24, meaning the last four weeks aren't fully available. I should check the daily buckets to figure this out since I can't infer anything before May 24. I'll also compute daily activity for phones and laptops to create a more human-centric summary.","thinkingSignature":"{\"id\":\"rs_0a9e4511c6d55ec0016a248370a1388191bc9b315d85b0c49a\",\"type\":\"reasoning\",\"content\":[],\"encrypted_content\":\"gAAAAABqJIN0JS-ya8iPmzD_qcrhV9isShyhC7BKms9WKpgjkI22Vplpm-O4jgvwX0kzlKhIu2ObF6iJ4HODg3x0FZ_muubYWDY3VSF6NdJZFn23Ug5ju7wZ4YOvVvn3WnzsdWuqFHFLflZG6RSwhpf3z0cWlUcekYqVwlbEy06gVBNar9uA_PR8XUSwY6fHROSRdE02fENxWnm286u-5x5cjRTudGSkXo2cQS5LP6_QuGYuJ0eGi0FiFcE6vds4_sZGmA-xlgJIPCOKb-bQcflE7rVbQHt0vQh4KY4hqXm4WrV3YDf8qXN6GqdlqIIimW3oU392dEK76ukx5klMpcR9zZ6zsuGBAW_LIB9fVNgVZGZOg0iEAsSbLtfHRIccNw367OZnNvjCS9c1TtJeuVLZJaxp-0U7W5zwsBHcAzYIDLgeKHiHwC9BX_Uuq1hbJIzg7HKh6knXgU0rSpNqUdAG99_TyS1cxiAmV4Zx2IhXVLxZSGOskiQH4zOTLoo68IQKmbxmYQSyLb5D87-WPOwh23W68y4cOgoNcU0U8bfaXoxNb5VXa5xQZsxoBshJhf7nYNyQGi70Wt7erF4FSPypjlVGNVaBuFKoAiqTNXBuLuKH5eVRlkoZ9hnMPVZUbpgvv-PCLw4W8w21SkrQFRuPUaAd3XTL8-W6CVV4_ZycaIx12u5EDg16xfCRPFK9P_pqC0zJMevBuM37j8szfQB-PKOkNGxRTQqdi35uTgJPJbzcDssgaZVgCovmsrHAWaukxIP9K08EjDPbm8o0jUHgyZAJb9aCdzY9HnQJeZslbHcgMqs-OFeYrDHFolzgAUaIG6Pug6oIglXFhXOUpsCTT0fQrjawmWLjJp-D0w1ZfN_IOgyflaoznjVDc3eSfO8Jstg1_xehIJvWIAvlgb16nPqCoTaqtxY2swTgwIRnfjm4OxwTUsK4TUVvpEkfC-_E7eMMs38xvylkcp-ScLYNWWNM1C1unCwomf99mc0VukOKg2MUkRhaAeXwRWleSN9P7I5oI85rXknXDJzv9J9untbfER8FDrPCfht5mGXvrxNBQIJ8QP6M8Db_c6MRWn26l0t_ExLW-L5dNh2GVUVyBIf-aNruoLGPmr4b_h8DDn01Y8Zm5ymaaaSG5KvVXvs6GrzhZiyApziLrF4vyhkwKlHbD2wNu021Wd9qsP1ve2uCyRkpHjMQYv2a8jvMKNubzEuxkPwOoWHj5we2zHHXiVbZUzLx0Gb9AtqWPHYn76Q7gQsMJLfOQHNQj4EZBPyajB2LNs8xALQlZiB2qF_jV64NSndTkgGaZN_T4qZSZWv-DbVWNSUBKjpXLqbecO5Uqf-COcBCkmEPBsp6mE_tbZQ5ECJe_Fv048XFtDWNcbNC5z3Mg-XojRMe2vfLPkCX6zG-aiFXTFUgq9D0mlIS8i9bDCbTS5ug6GnFKQQ5sztEwRysNKcaaM9OvpWz8K-b0DDmLoiIG7LKWLk1WxcjNerN7cTBBJIt0TQqDNto7qihnoKMX9hEwbDGCXtRNFZU6d2_iBEv890Db2y-xJ7LyPXhZ-AjPgIKEORLssavWFNT1Cp0TyooiR9MbTdzpTyrED3HWsPrV_Q8t4b2lVLBZvDxphvzZO2YbDiLaYkfyoaYgq07hsVOECRwXvp2SO11PUebFdGh\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Considering log retention limits**\\n\\nI'm finding that the logs only have a 14-day retention period, and I need to mention this limitation. It's possible that the tracker started later or only retains data summaries. I see that the inventory shows the first data on May 5, while the logs began rotating on May 24, meaning the last four weeks aren't fully available. I should check the daily buckets to figure this out since I can't infer anything before May 24. I'll also compute daily activity for phones and laptops to create a more human-centric summary.\"}]}"},{"type":"toolCall","id":"call_VsfDevupWVUBhetafckhPzBG|fc_0a9e4511c6d55ec0016a248374f9988191b955792e7ae93720","name":"bash","arguments":{"command":"python - <<'PY'\nimport json,glob,datetime,collections\nstart=datetime.datetime(2026,5,9,tzinfo=datetime.timezone.utc)\nfiles=sorted(glob.glob('/home/sebas/runtime/agent-logs/wifi-presence/activity*.jsonl'))\ntargets={\n '12:6e:0c:42:eb:c9':'Macbook sebas',\n 'fe:8c:bc:ae:b6:e4':'iPhone sebas',\n 'e6:5a:df:8b:89:96':'iphone rodri',\n '52:b2:e7:72:71:b5':'iphone nacho nc',\n '16:a3:ee:79:d7:8f':'iPhone privada A',\n 'ae:54:7d:48:70:dc':'iPhone privada B',\n '92:1e:fe:36:21:42':'móvil privado C',\n '40:1a:58:c7:5c:3d':'desconocido 40:1a:58'\n}\nobs=collections.defaultdict(list)\nfor f in files:\n    with open(f) as fh:\n        for line in fh:\n            o=json.loads(line)\n            if o.get('event')!='device_snapshot': continue\n            ts=datetime.datetime.fromisoformat(o['ts'].replace('Z','+00:00'))\n            d=o['device']; mac=d['mac']\n            if mac in targets:\n                obs[mac].append(ts)\nfor mac,name in targets.items():\n    times=sorted(obs.get(mac,[]))\n    print('\\n',name,mac)\n    if not times:\n        print(' no snapshots in raw retained logs')\n        continue\n    days=collections.Counter(t.date().isoformat() for t in times)\n    print(' first',times[0],'last',times[-1],'days',len(days),'snaps',len(times))\n    for day,c in sorted(days.items()):\n        print('  ',day,c)\nPY"}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":1522,"output":599,"cacheRead":11264,"cacheWrite":0,"totalTokens":13385,"cost":{"input":0.0038050000000000002,"output":0.008985,"cacheRead":0.002816,"cacheWrite":0,"total":0.015605999999999998}},"stopReason":"toolUse","timestamp":1780777839170,"responseId":"resp_0a9e4511c6d55ec0016a24836f3bdc8191a2ceebccf45d9632"}}
{"type":"message","id":"065959e6","parentId":"72049456","timestamp":"2026-06-06T20:30:51.955Z","message":{"role":"toolResult","toolCallId":"call_VsfDevupWVUBhetafckhPzBG|fc_0a9e4511c6d55ec0016a248374f9988191b955792e7ae93720","toolName":"bash","content":[{"type":"text","text":"\n Macbook sebas 12:6e:0c:42:eb:c9\n first 2026-06-06 17:05:15+00:00 last 2026-06-06 20:29:18+00:00 days 1 snaps 101\n   2026-06-06 101\n\n iPhone sebas fe:8c:bc:ae:b6:e4\n first 2026-06-06 03:31:15+00:00 last 2026-06-06 20:29:18+00:00 days 1 snaps 434\n   2026-06-06 434\n\n iphone rodri e6:5a:df:8b:89:96\n no snapshots in raw retained logs\n\n iphone nacho nc 52:b2:e7:72:71:b5\n no snapshots in raw retained logs\n\n iPhone privada A 16:a3:ee:79:d7:8f\n first 2026-05-28 15:04:22+00:00 last 2026-06-05 15:16:35+00:00 days 3 snaps 57\n   2026-05-28 15\n   2026-06-01 17\n   2026-06-05 25\n\n iPhone privada B ae:54:7d:48:70:dc\n first 2026-05-24 16:47:37+00:00 last 2026-05-25 20:24:21+00:00 days 2 snaps 510\n   2026-05-24 7\n   2026-05-25 503\n\n móvil privado C 92:1e:fe:36:21:42\n first 2026-06-05 15:02:28+00:00 last 2026-06-05 15:16:35+00:00 days 1 snaps 8\n   2026-06-05 8\n\n desconocido 40:1a:58 40:1a:58:c7:5c:3d\n first 2026-05-24 16:47:37+00:00 last 2026-06-05 15:14:36+00:00 days 3 snaps 431\n   2026-05-24 163\n   2026-05-25 249\n   2026-06-05 19\n"}],"isError":false,"timestamp":1780777851955}}
{"type":"message","id":"74c0d37e","parentId":"065959e6","timestamp":"2026-06-06T20:31:05.717Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"","thinkingSignature":"{\"id\":\"rs_0a9e4511c6d55ec0016a24837cd1e08191a6dd740c90d7ad99\",\"type\":\"reasoning\",\"content\":[],\"encrypted_content\":\"gAAAAABqJIOCzND5Mc8_Q2hqDQS3NOuaH3TFhn-JVu5msg9R8CCapFGScqdIfKX2vVeaSHCnneCjVXr24fG_D6m2d3mTtJ5s0xt3R95uBpZowrsyHt4IaNGwejDovr0coricUdeW239Z0BjMg4bfmOjIv3pDW6-EFP5ZbfwAjApbj5JX2zQJ19qXPcBo-ULK6c6XfGuRYHmLZmGlCaoNIGNmWa62U10bn3Bj4qfo1waHLG39nP_TcjOSeHrqLyDSXdae9HrCByCPjdelZds0Wt5I9zLGdYd5Y7nIUmMLEGRMUexWoeoc2PlAN6y8oeUuTpstm4JhEnIVP5BWl-sF1JFjA7wXBengTZHByJlTYcpQl2U9No6Wja-SXFb9FXLOA9kSvekLe2Z9dq9TZZfobbBZjMAXUT8TY-x4cfKYJLT_yYqFqEkB0UHHUclQ2hXpJcbCPkAo6h9HjcFA4-mJMjNwFyfLITcnTTTxrvHJJeFVM-DF8Liz1JuZBawK6SdBTHB38c3atUl9mctZKQ4P63OLKNcSE6jf_d5_y9bKE69m3jlzPx4MlDX5phBnA18pZ677fYsN6dQH9Xln9U8noAKCZcF9yApfGRiQqJQDwsD-2PZPJ1ioe0D2XctNwEhcaKu93h_JnyLNB61bZnPcruTJAFaAOk3FDDl9nlFt4Zz4RScmRGo3OWnYUcyHEaEQFwA0lhkbV_kmrIhXJA0QRp-pI47W9aWDeSnVS__8Vdf5ZW4rbaian-Zq_ebeciqgxtK4Tu_3dpnWeAnO6ZQiefz0tpLx7ftpBbRR52J8K-32pz_t56WTEKOJKxoQHM4lUTgVM6D_g22ZMwItrZrEdc_D9IjCFKw4oRJRfOvL_EvIZIuYroFz657O4JjY80eJ-M_zmvBNliZhCrJm7S2tantmfRwLmiSULp3NiOr4KAUmWF3be2OeNyxAkb3MsIbo4uPB81V_277CLWDa8Xd1W5F_yrGX6uS6_SEc7TY34t5OzwZEmhsP0oKo7spAdOaiTURyW83MKrfZXwKuROwyc1HP2WCkC1V0r1fN-GOKl6JrT2URRhQ4rdbBlE0lobTapjKSSjgZ0_s_Ntcd6Tl7yznlB4bCpTMQ_NEZh2ak6yiheu6KH_RCbOJoJo6ceu_zfcV2y_g2grb2Ga5mzpw4WU9Z7aikx1NJGBn78ueQN07HUVWmyzWGsPFRQ3LUqCH-h9Ij1w93WZOd9v5KW-AjM-MsOj6f6c4EAQeqPub9P150_d7El-B0LLxyjEoMYL3lTFqoaPPRE8kbCSXd_kKzZngM47Wt_HRuuIqBl4cTo0NmiRrlcwngkPgwIBLH_53qwuEDHAqLW7xl8wOrX9aP6lmbg4SWQsgmU8mwYiFa68kdCv2Z2-26sUdVutgGzn3LCAxBfpSlhPEFSvrNhe4Nr3vCf2b62KUvllgYigRmJpENDYfpUkVHinS87yeK7nj0eYmznp7FeZUzegT2iBNzV2SKh1gVDyEDZhaY5EHjC7ISiAEHZQgmfGTc3xzDGU4oNfq3hJ62M2lp58vvauJ2NHgdPcfkf__ipQCubOm2TzQ6wJ07VxFRMGb-dt3KR5Z96T_fdNDtCoHUcIzTP1FKUHYM08sSFYLTRXHMbT_1bBJPcSnis-Y1TKFvlRTVrDcAtpI4Rbm_2pQOy8u9bIyOkKcQ_lZ3bNiSDmj7GZTk-Nu0MdFp2a0kUHYq6rmPTR_LyES2GM2gZblGjWqoF7p5ddpLWvJyeYDVHYFXksrCOwetZeKVv0e2D6t_5mp0Kpb5rRT8RzGcpo5p5AVqzpS3beWdlCCsJTkeix9iS5JGBCit64Y_MUdnyqXVx-lz9STUqj8JPHsW5b3WrrxUyhIAdyZakkSmu_4ic33TT8z92lg2OqJRN6W1QeMvJ0l7XfjGwKmVPNgkQHdKwOUsJv2L8A1CxBg1O-i__Md9sXm9Buz8i2rtdJFUwxYXMRrjHKtKR7kK9iz28pdixbrgeRV815bYyDIEUbFKBZmy860Mt35n56xZC0hMo_8fatBgMo_9Nkhi3OUefxrNQOvixt6RAmojR4w8WiBPt7UkUP3lMUqKZZ2SpBYNvAA=\",\"summary\":[]}"},{"type":"toolCall","id":"call_TgVjl9W9QihHuGPp7gOGzp1t|fc_0a9e4511c6d55ec0016a248382fc5c819193d2812cff95eb37","name":"bash","arguments":{"command":"python - <<'PY'\nimport json,glob,datetime,collections\nfrom zoneinfo import ZoneInfo\nTZ=ZoneInfo('America/Argentina/Buenos_Aires')\nfiles=sorted(glob.glob('/home/sebas/runtime/agent-logs/wifi-presence/activity*.jsonl'))\nobs=collections.defaultdict(list)\nfor f in files:\n  with open(f) as fh:\n    for line in fh:\n      o=json.loads(line)\n      if o.get('event')!='device_snapshot': continue\n      ts=datetime.datetime.fromisoformat(o['ts'].replace('Z','+00:00'))\n      mac=o['device']['mac']\n      obs[mac].append(ts)\n\ndef sessions(times):\n  times=sorted(times)\n  if not times: return []\n  out=[]; s=prev=times[0]\n  for t in times[1:]:\n    if t-prev <= datetime.timedelta(minutes=6): prev=t\n    else:\n      out.append((s,prev+datetime.timedelta(minutes=2)))\n      s=prev=t\n  out.append((s,prev+datetime.timedelta(minutes=2)))\n  return out\nfor mac,name in [\n ('fe:8c:bc:ae:b6:e4','iPhone sebas'),\n ('12:6e:0c:42:eb:c9','Macbook sebas'),\n ('16:a3:ee:79:d7:8f','iPhone privada A'),\n ('ae:54:7d:48:70:dc','iPhone privada B'),\n ('92:1e:fe:36:21:42','móvil privado C'),\n ('40:1a:58:c7:5c:3d','desconocido 40:1a:58'),\n]:\n  ss=sessions(obs.get(mac,[]))\n  print('\\n'+name)\n  for s,e in ss[:10]:\n    sl=s.astimezone(TZ); el=e.astimezone(TZ)\n    dur=(e-s).total_seconds()/3600\n    print(f' {sl:%Y-%m-%d %H:%M} -> {el:%H:%M} ({dur:.1f}h)')\nPY"}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":3186,"output":712,"cacheRead":10752,"cacheWrite":0,"totalTokens":14650,"cost":{"input":0.007965,"output":0.01068,"cacheRead":0.002688,"cacheWrite":0,"total":0.021333}},"stopReason":"toolUse","timestamp":1780777851956,"responseId":"resp_0a9e4511c6d55ec0016a24837c063881919cbe960984ad7922"}}
{"type":"message","id":"114b362e","parentId":"74c0d37e","timestamp":"2026-06-06T20:31:06.195Z","message":{"role":"toolResult","toolCallId":"call_TgVjl9W9QihHuGPp7gOGzp1t|fc_0a9e4511c6d55ec0016a248382fc5c819193d2812cff95eb37","toolName":"bash","content":[{"type":"text","text":"\niPhone sebas\n 2026-06-06 00:31 -> 10:37 (10.1h)\n 2026-06-06 12:54 -> 17:31 (4.6h)\n\nMacbook sebas\n 2026-06-06 14:05 -> 17:31 (3.4h)\n\niPhone privada A\n 2026-05-28 12:04 -> 12:34 (0.5h)\n 2026-06-01 10:12 -> 10:47 (0.6h)\n 2026-06-05 11:28 -> 12:18 (0.8h)\n\niPhone privada B\n 2026-05-24 13:47 -> 14:02 (0.2h)\n 2026-05-25 00:20 -> 17:26 (17.1h)\n\nmóvil privado C\n 2026-06-05 12:02 -> 12:18 (0.3h)\n\ndesconocido 40:1a:58\n 2026-05-24 13:47 -> 19:19 (5.5h)\n 2026-05-25 08:44 -> 17:11 (8.4h)\n 2026-06-05 11:38 -> 12:16 (0.6h)\n"}],"isError":false,"timestamp":1780777866195}}
{"type":"message","id":"af1013a1","parentId":"114b362e","timestamp":"2026-06-06T20:31:09.406Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"**Finalizing CSV note**\n\nI need to mention that I can’t provide a full 4-week history due to retention policies. I could say something like, \"If you'd like, I can create a CSV for you.\" Plus, I'll make sure to update my to-do list to mark this task as complete. This way, everything is tidy and accounted for!","thinkingSignature":"{\"id\":\"rs_0a9e4511c6d55ec0016a24838b42788191b248b7c7933b75cd\",\"type\":\"reasoning\",\"content\":[],\"encrypted_content\":\"gAAAAABqJIONIVZOAhPe9FDxl89PbIP85voLX30i37avDN71kbEiy9iC4jmQ2aet00bF_-XJrrPSHzvF2NLIsADeLca-c_eZuPJPRSYMf1FuYvRH2os6iWcQ9kisZTgrCYxdkFokvYZXfIGZVnnMtcBLPIoH5OpfT4wVDgVfH31Dra64r1YTCClt2U9e8BUW0MjDelmPBEuG4uznoi0eUhv3RIQ-IerZUnvKha4WLnI-IidnQcIZu5F-oGyj-aW_aUSb8iB1OXbdsleaAKI35nkjlzagY9ZJILbpWNzi1wrVL2-4ozjmJS4c9fZN3yKvbXrrYUNWqHovLQteThyGBabOf9nkaKzoR4KN77Lezvdgve7KvtTwiJhuKzDM_mkSNAGuiim46C34CKJ4zKclCT7249s9bah-EUPPoPu9okvbrLf6lmW5QZQrfaKJ7sebBYFyfG4H3BjJQTjRQtgNPi3r8U4KdWvC1DjyTJMI8pHUfnH5IjhBWBLczfrLCk2gAWtolf_FPji9N0uROozygpJUAuZAIafRxstTQJFVsheOcgbdEUthZkd6Vtm6ASm0ZmDHUue6f_MhDBJTmxGkRXubmAelIKX5s9lJYD22lmkkXMpuLQYFcLtJCN1MD_-lFsJgFjDE71U49DX5JergqxSLRRKy7-YYB69IKlEE1QW5nNuJJyKfdCLp1gtAAxKdtN9graZzGWNG6Lg-ecFsRKfH6dOjwZX0yJ8PStSZQFpDsv-jHod0N_7XV-xuucw6aXE4-vELWuuv1xMsuULRh7z066FOCbr6qDQ8gNL5kMRtRzinr4_1CT6aHgjuV4l8Ys1aJgt7ImkPbypo6TrihD5mPzBHFa6EBEJKo3FBIbAb6mZlauD4ER_MZ9NOa0mHMg_ok4hyG8Xo3Frm3qY-aPc5gxUlrAdtF_7yZsMg5APiKHqE4ZvECQU-WbdG7Nrb6omjvAnMtqUeqlUQeaerMGkjL2Bdl8WPtj_PScInkirQ7hZjwe0mqLsD4JnMCL0vX9aDU4WAYZfdguKQY0GZ_486DxB93alDhPrDtIlKLEPjPJZIEHgc7-HnkpVs9rZHmlsHe7VKicPm\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Finalizing CSV note**\\n\\nI need to mention that I can’t provide a full 4-week history due to retention policies. I could say something like, \\\"If you'd like, I can create a CSV for you.\\\" Plus, I'll make sure to update my to-do list to mark this task as complete. This way, everything is tidy and accounted for!\"}]}"},{"type":"toolCall","id":"call_DXwag3cl4FdrglJUJAsdtFXT|fc_0a9e4511c6d55ec0016a24838d432c81918ebfd872e3f8eb7e","name":"todo","arguments":{"action":"update","id":1,"status":"completed"}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":1139,"output":58,"cacheRead":13824,"cacheWrite":0,"totalTokens":15021,"cost":{"input":0.0028475,"output":0.00087,"cacheRead":0.003456,"cacheWrite":0,"total":0.0071735}},"stopReason":"toolUse","timestamp":1780777866196,"responseId":"resp_0a9e4511c6d55ec0016a24838a43948191941db667246dad8b"}}
{"type":"message","id":"2007d3fc","parentId":"af1013a1","timestamp":"2026-06-06T20:31:09.408Z","message":{"role":"toolResult","toolCallId":"call_DXwag3cl4FdrglJUJAsdtFXT|fc_0a9e4511c6d55ec0016a24838d432c81918ebfd872e3f8eb7e","toolName":"todo","content":[{"type":"text","text":"Updated #1 (pending → completed)"}],"details":{"action":"update","params":{"action":"update","id":1,"status":"completed"},"tasks":[{"id":1,"subject":"Revisar actividad últimas 4 semanas desde wifi tracker","status":"completed","description":"Encontrar datos del wifi tracker, calcular actividad de las últimas 4 semanas y responder al usuario.","activeForm":"revisando wifi tracker"}],"nextId":2},"isError":false,"timestamp":1780777869407}}
{"type":"message","id":"a82b9bc5","parentId":"2007d3fc","timestamp":"2026-06-06T20:31:19.758Z","message":{"role":"assistant","content":[{"type":"text","text":"No completo.\n\nEl wifi tracker hoy sólo conserva\ncrudo desde el 24/05 al 06/06.\nO sea: ~2 semanas, no 4.\n\nCon lo retenido:\n\n- Infra de casa:\n  router, Google Home, TV sala,\n  enchufe balcón, remote IR:\n  casi 24/7 todo el período.\n\n- Señales “humanas” detectadas:\n  - 24/05:\n    un desconocido\n    `40:1a:58:c7:5c:3d`\n    ~5.5h\n    +\n    un iPhone privado\n    ~0.2h\n  - 25/05:\n    iPhone privado\n    ~17.1h\n    +\n    mismo desconocido\n    ~8.4h\n  - 28/05:\n    iPhone privado\n    ~0.5h\n  - 01/06:\n    iPhone privado\n    ~0.6h\n  - 05/06:\n    iPhone privado\n    ~0.8h\n    +\n    otro móvil privado\n    ~0.3h\n    +\n    desconocido\n    ~0.6h\n  - 06/06:\n    `iPhone sebas`\n    ~14.6h detectado\n    `Macbook sebas`\n    ~3.4h detectada\n\nDato importante:\n- Antes del 06/06 no aparece\n  “Macbook sebas”.\n- “iPhone sebas” sólo aparece\n  el 06/06.\n- Antes hay varios iPhone con\n  MAC privada, así que no puedo\n  afirmar cuál era cuál.\n\nSi querés, te lo rehago en uno de\nestos formatos:\n1. resumen por día\n2. foco en “presencia humana”\n3. tabla por dispositivo\n4. te dejo export CSV/JSON\n\n","textSignature":"{\"v\":1,\"id\":\"msg_0a9e4511c6d55ec0016a2483907e00819198fafe838c5a72f2\",\"phase\":\"final_answer\"}"}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":2751,"output":399,"cacheRead":12288,"cacheWrite":0,"totalTokens":15438,"cost":{"input":0.006877500000000001,"output":0.005985,"cacheRead":0.003072,"cacheWrite":0,"total":0.0159345}},"stopReason":"stop","timestamp":1780777869408,"responseId":"resp_0a9e4511c6d55ec0016a24838d78dc8191aa0e532f4a152cbd"}}
{"type":"message","id":"e546a393","parentId":"a82b9bc5","timestamp":"2026-06-06T20:32:54.432Z","message":{"role":"user","content":[{"type":"text","text":"[telegram] que raro que no haya al menos una semana mas de actividad (donde aprox se creo el proyecto, mira metadata de archivos)\n\ncuantos moviles hubieron y que perfil de conexion?"}],"timestamp":1780777974431}}
{"type":"message","id":"a64c6c43","parentId":"e546a393","timestamp":"2026-06-06T20:32:57.905Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"","thinkingSignature":"{\"id\":\"rs_0a9e4511c6d55ec0016a2483f794988191a261e814dabae378\",\"type\":\"reasoning\",\"content\":[],\"encrypted_content\":\"gAAAAABqJIP51RpQPyzlY62Dblgnlv1q72Gnt-3c5DIDszMOnu1Iuu0Jl1ivcUEozwRUxu5wi2ApdB01p8qB2iR81a15w9fZY8AtyDveXGyYgxO9E7f4sJP-w-cJeGMfFsje1BbGUD5ON1krFPS204FMH2AJAXnuxGBDK7hvlyO9JCeNlrJGPdVwXZf9pL_R1RbTdy0tOsHSsZBv91ZnWzJUGIUax_ZEYnkex6FYtrxSXTeNYED1fIk2NZUKrUeO6opAEldQ1GIaYxLTrznp1ZYo29A13ZcBhlffUiE87enOfJuG27F8TsZGYcpLTjNSCgTsWHei_UxTINu3mcr4_r4Kn9ikTxX4mlTXJB9TV7T6RKTKustNdyKZmrNOPWp9KZ0FQUaoK9Ff3YnqCs2HqtgFVGwjkRbpTI4s-30SO_S0kY4yylkk8Jh8Mvna4F4al0f4D33Mr1SyMQpswrPHxSM6AYqn-Mmn6MHlu3VTLJv6f9UkJX9W_3ekv5NanzZV0QwVExUBGm05Z-NjQvJL7F80Wt6EnTufk37skQrQmtP8Nb2Ji_8_xrweEKW1zKJqoxWHWPhlR1OYaaYYhshS5VH3uPv4UMQ-Ba8bPtF6APghWToTMRvwdU00tQnyLZgjcGOwHpFiORsKUUglx8DTcx_FAc4fek2JpPnTFx6C6mjfcs7OG_0nU0gW6mT7I7O4jyT-mZ-N2C2c5X6qo_HKdn7t7UlhtHB6tOUt3baRjcRYeRmZurQ4g8YtWHw-WlIbxspZBWFSAQQFF6RXqjoJCeBWzh4V2xsQ3ajIIwFJlPM-indfqsTDAyaPNrU6FIML0WlQsS82r9UEdSqzkeDKjprLT7vQ56bY4Rxo1_jW2qxWu4CrK8uzhC73_Y-af6doZOibQz05vYlccXeE13KGJRtd0fcyvZlCqAexzOv8zp5Z3qN41AZ5cbQMINICSSZZD8g-pEcwpk8b9hP6pkzOQFKCajtJa2TLCg9oCwPym78JHn3ZVTdPaDdthFKXVTXh5gCGJuLyUn9FpVXKxCJURekFnz8YCD7CTfQMiEsyVatfZJUGTCXV6k0=\",\"summary\":[]}"},{"type":"toolCall","id":"call_lbNqwze2UfgmUDNG2lbYFh18|fc_0a9e4511c6d55ec0016a2483f9afd88191bf9302e4fc10721e","name":"todo","arguments":{"action":"create","subject":"Revisar metadata y móviles en wifi tracker","description":"Ver si hay más historia por metadata/rotación y contar móviles con perfil de conexión.","activeForm":"revisando metadata y móviles","status":"in_progress"}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":9799,"output":90,"cacheRead":5120,"cacheWrite":0,"totalTokens":15009,"cost":{"input":0.024497500000000002,"output":0.00135,"cacheRead":0.0012799999999999999,"cacheWrite":0,"total":0.027127500000000002}},"stopReason":"toolUse","timestamp":1780777974433,"responseId":"resp_0a9e4511c6d55ec0016a2483f682748191a60598488c460237"}}
{"type":"message","id":"25748f86","parentId":"a64c6c43","timestamp":"2026-06-06T20:32:57.906Z","message":{"role":"toolResult","toolCallId":"call_lbNqwze2UfgmUDNG2lbYFh18|fc_0a9e4511c6d55ec0016a2483f9afd88191bf9302e4fc10721e","toolName":"todo","content":[{"type":"text","text":"Created #2: Revisar metadata y móviles en wifi tracker (pending)"}],"details":{"action":"create","params":{"action":"create","subject":"Revisar metadata y móviles en wifi tracker","description":"Ver si hay más historia por metadata/rotación y contar móviles con perfil de conexión.","activeForm":"revisando metadata y móviles","status":"in_progress"},"tasks":[{"id":1,"subject":"Revisar actividad últimas 4 semanas desde wifi tracker","status":"completed","description":"Encontrar datos del wifi tracker, calcular actividad de las últimas 4 semanas y responder al usuario.","activeForm":"revisando wifi tracker"},{"id":2,"subject":"Revisar metadata y móviles en wifi tracker","status":"pending","description":"Ver si hay más historia por metadata/rotación y contar móviles con perfil de conexión.","activeForm":"revisando metadata y móviles"}],"nextId":3},"isError":false,"timestamp":1780777977906}}
{"type":"message","id":"937baa90","parentId":"25748f86","timestamp":"2026-06-06T20:33:01.782Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"call_QEm3ryxCwQWGhQRoElfBjK0s|fc_0a9e4511c6d55ec0016a2483fdba1081918fcefee73b98ed22","name":"bash","arguments":{"command":"stat -c '%n | size=%s | mtime=%y | birth=%w' /home/sebas/runtime/agent-logs/wifi-presence/* /var/www/wifi-tracker/summary.json 2>/dev/null | sort"}},{"type":"toolCall","id":"call_ZbBtNE5vCPYfNpLzhY3K24f3|fc_0a9e4511c6d55ec0016a2483fdba24819196869a4c690a487c","name":"bash","arguments":{"command":"python - <<'PY'\nimport glob,os\nfor f in sorted(glob.glob('/home/sebas/runtime/agent-logs/wifi-presence/activity*.jsonl')):\n    with open(f,'rb') as fh:\n        lines=sum(1 for _ in fh)\n    print(os.path.basename(f), lines)\nPY"}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":186,"output":168,"cacheRead":14848,"cacheWrite":0,"totalTokens":15202,"cost":{"input":0.000465,"output":0.00252,"cacheRead":0.003712,"cacheWrite":0,"total":0.006697}},"stopReason":"toolUse","timestamp":1780777977907,"responseId":"resp_0a9e4511c6d55ec0016a2483fa02848191a3017e02a3e05bf3"}}
{"type":"message","id":"1f420d29","parentId":"937baa90","timestamp":"2026-06-06T20:33:01.872Z","message":{"role":"toolResult","toolCallId":"call_QEm3ryxCwQWGhQRoElfBjK0s|fc_0a9e4511c6d55ec0016a2483fdba1081918fcefee73b98ed22","toolName":"bash","content":[{"type":"text","text":"/home/sebas/runtime/agent-logs/wifi-presence/activity-20260526-160119.jsonl | size=4194428 | mtime=2026-05-26 13:01:19.988554171 -0300 | birth=2026-05-24 13:45:37.874647493 -0300\n/home/sebas/runtime/agent-logs/wifi-presence/activity-20260528-213316.jsonl | size=4194420 | mtime=2026-05-28 18:33:06.193631676 -0300 | birth=2026-05-26 13:01:19.992554190 -0300\n/home/sebas/runtime/agent-logs/wifi-presence/activity-20260531-101721.jsonl | size=4194545 | mtime=2026-05-31 07:17:20.936282326 -0300 | birth=2026-05-28 18:33:16.141678543 -0300\n/home/sebas/runtime/agent-logs/wifi-presence/activity-20260602-185215.jsonl | size=4194357 | mtime=2026-06-02 15:52:04.750346827 -0300 | birth=2026-05-31 07:17:21.536285022 -0300\n/home/sebas/runtime/agent-logs/wifi-presence/activity-20260605-041624.jsonl | size=4194360 | mtime=2026-06-05 01:16:23.440143937 -0300 | birth=2026-06-02 15:52:15.074397273 -0300\n/home/sebas/runtime/agent-logs/wifi-presence/activity.jsonl | size=3040244 | mtime=2026-06-06 17:33:01.141522284 -0300 | birth=2026-06-05 01:16:24.116147446 -0300\n/home/sebas/runtime/agent-logs/wifi-presence/alert-prefs.json | size=818 | mtime=2026-05-06 14:38:41.203889755 -0300 | birth=2026-05-07 18:41:32.300590827 -0300\n/home/sebas/runtime/agent-logs/wifi-presence/aliases.json | size=901 | mtime=2026-06-05 12:02:28.365945750 -0300 | birth=2026-06-05 12:02:28.365945750 -0300\n/home/sebas/runtime/agent-logs/wifi-presence/fingerprints.json | size=13296 | mtime=2026-06-06 17:31:19.221151195 -0300 | birth=2026-06-06 17:31:19.221151195 -0300\n/home/sebas/runtime/agent-logs/wifi-presence/inventory.json | size=7914 | mtime=2026-06-06 17:31:19.349151648 -0300 | birth=2026-06-06 17:31:19.349151648 -0300\n/home/sebas/runtime/agent-logs/wifi-presence/state.json | size=8322 | mtime=2026-06-06 17:31:19.349151648 -0300 | birth=2026-06-06 17:31:19.349151648 -0300\n/var/www/wifi-tracker/summary.json | size=1729414 | mtime=2026-06-06 17:31:19.829153345 -0300 | birth=2026-06-06 17:31:19.825153331 -0300\n"}],"isError":false,"timestamp":1780777981872}}
{"type":"message","id":"e43df84d","parentId":"1f420d29","timestamp":"2026-06-06T20:33:01.872Z","message":{"role":"toolResult","toolCallId":"call_ZbBtNE5vCPYfNpLzhY3K24f3|fc_0a9e4511c6d55ec0016a2483fdba24819196869a4c690a487c","toolName":"bash","content":[{"type":"text","text":"activity-20260526-160119.jsonl 13736\nactivity-20260528-213316.jsonl 14086\nactivity-20260531-101721.jsonl 14309\nactivity-20260602-185215.jsonl 14161\nactivity-20260605-041624.jsonl 14197\nactivity.jsonl 10222\n"}],"isError":false,"timestamp":1780777981872}}
{"type":"message","id":"b39e8f44","parentId":"e43df84d","timestamp":"2026-06-06T20:33:08.590Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"**Considering project creation**\n\nI’m thinking about creating a project around May 5, starting with the inventory I first saw. I'll need to count the smartphones and gather their profiles. Using fingerprints might help in identifying the smartphones, so let's inspect those fingerprints and summarize the devices. It seems like classifying them could be a useful step. This approach might give me a clearer understanding of what I have!","thinkingSignature":"{\"id\":\"rs_0a9e4511c6d55ec0016a2483fea07481919ab7229c069d5695\",\"type\":\"reasoning\",\"content\":[],\"encrypted_content\":\"gAAAAABqJIQEXlHP1qbYiV4WSmm4dpwRaOXR65lBknurepQwcTVqv91dUS7Z9GsidlrEam1xB7FunXry1ta_KrHTq0mrAOdcC3o2D79Sd9shg_-HEx-nY13xuIHIDPhEI-OktslkPy-tncrS4YiOj7w-9S1uPhy3QJbL_KHMRN5qe-XY44PoyC9TpSfqSR5mZKoPHO7xq0HWjaYFRGB9XZSLqhSvxQPg2wcNIqFfY4WnOcusV8x5saoNJhziP5eGo3Q37VYgMajbKdVqz7Bh8_3nEd9LlHlMlza5HLDFGhgBIxZFzPKVLakE-uOIE2k_KJdInj1kITstBaQGFt7DC03zgeTT3_3FErj-3FRFfhdz7-idyyqLxKRzNOPYSNRJ_gNEJbEnl5pONMyLI0mHYbg4NN12IpFLlbXxKBARDd8ybi4oQ8e4ak9DG7wQBiohPRqIoo9oZuJ01Yaf6YsEH1W3oNGj_ETM2QboxUTjDvA7cnVDk8T0ziUO3YgmJzr_zFCKiECTXdYC9VYboOywY7eBxPOZy_A3JrUxCjIxrmjQNJmNSqUTEkoq56SL2gqFk7Akx4jgRhs-pMhjCH9xqWQdYQD2DVK2cwFM1oqprYioSvIFA2WCLd_oSaUsV3pLZx_QlqpznazpKTp3P-6HVsW3sLGBZPITSMCpJ3ghvDy33MUf8ifPNaOXwIOASt9paUdcGgADDhFdoV9JMe-jMJ4INd5HZ10bNSgsFJc6FqfVhvTKTxaFEsJ-zHC4c1fLsY9eoqII4B_Hfk0hDYYbBn8e_LQCL4eFyB1MW3WYISyNLY794LUZDZh0LROGdpUY10tkZkQ43ML85wqYvDKz3NCVWCVWli9mgFTxKA9htERVMSMTIesqETae_ulcdlQPn7SGutecDz_nRnJ0AoAztsbcrxueciNxpfikuoaiz28Uwm_kDWTIl7DIY94OajYI_GqHJZ8WR5By3sMDAcim4q9R-D-gSA9GiLkc6snGN1lOlqTiLf-BWqilSa-gzG7IXAJc9dHTvxX7P8tmrgdcvi1FJ21Ztak5PWo2oiKW2Nc6FDPsg-9CPnCOUMHNlLzOLIq-EONoMbEcojWl1yMMrx78pJW_vIoN8LaS2h8enIUvsWO9tr1T-T7AtupGuZo7vYWPvh9nSqJflaIiSYmmlFPaVXbFYbFxU8mmabrnj3ei6pVu4gAp6b4=\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Considering project creation**\\n\\nI’m thinking about creating a project around May 5, starting with the inventory I first saw. I'll need to count the smartphones and gather their profiles. Using fingerprints might help in identifying the smartphones, so let's inspect those fingerprints and summarize the devices. It seems like classifying them could be a useful step. This approach might give me a clearer understanding of what I have!\"}]}"},{"type":"toolCall","id":"call_CIyK4smmmMFOI5P1ubD5ly9M|fc_0a9e4511c6d55ec0016a24840484208191b321089d1c65d8f2","name":"read","arguments":{"path":"/home/sebas/runtime/agent-logs/wifi-presence/fingerprints.json","offset":1,"limit":220}},{"type":"toolCall","id":"call_ufmdQ8RHNZNp5ht2ie7Q3zzr|fc_0a9e4511c6d55ec0016a2484048430819191f4347fcfefe942","name":"bash","arguments":{"command":"python - <<'PY'\nimport json,glob,datetime,collections,re\nfiles=sorted(glob.glob('/home/sebas/runtime/agent-logs/wifi-presence/activity*.jsonl'))\nobs=collections.defaultdict(list)\nfor f in files:\n  with open(f) as fh:\n    for line in fh:\n      o=json.loads(line)\n      if o.get('event')!='device_snapshot': continue\n      d=o['device']\n      obs[d['mac']].append(datetime.datetime.fromisoformat(o['ts'].replace('Z','+00:00')))\n# mobile-ish candidates from aliases/fingerprints patterns will be decided separately; print all non-always-on irregular devices\nfor mac,times in sorted(obs.items(), key=lambda kv: len(kv[1])):\n  days=sorted({t.date().isoformat() for t in times})\n  print(mac, len(times), days[:10], '...', days[-3:])\nPY","timeout":20}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":1280,"output":327,"cacheRead":14848,"cacheWrite":0,"totalTokens":16455,"cost":{"input":0.0032,"output":0.0049050000000000005,"cacheRead":0.003712,"cacheWrite":0,"total":0.011817000000000001}},"stopReason":"toolUse","timestamp":1780777981873,"responseId":"resp_0a9e4511c6d55ec0016a2483fdefe48191900ed215768543a2"}}
{"type":"message","id":"3718baa0","parentId":"b39e8f44","timestamp":"2026-06-06T20:33:09.102Z","message":{"role":"toolResult","toolCallId":"call_CIyK4smmmMFOI5P1ubD5ly9M|fc_0a9e4511c6d55ec0016a24840484208191b321089d1c65d8f2","toolName":"read","content":[{"type":"text","text":"{\n  \"12:6e:0c:42:eb:c9\": {\n    \"alias_source\": \"manual\",\n    \"confidence\": 0.96,\n    \"evidence\": {\n      \"mdns\": [\n        {\n          \"host\": \"Sebastians-MacBook-Pro-2.local\",\n          \"port\": \"22\",\n          \"service_name\": \"Sebastian\\\\226\\\\128\\\\153s MacBook Pro \\\\0402\\\\041\",\n          \"service_type\": \"_sftp-ssh._tcp\",\n          \"txt\": [\n            \"\"\n          ]\n        },\n        {\n          \"host\": \"Sebastians-MacBook-Pro-2.local\",\n          \"port\": \"22\",\n          \"service_name\": \"Sebastian\\\\226\\\\128\\\\153s MacBook Pro \\\\0402\\\\041\",\n          \"service_type\": \"_ssh._tcp\",\n          \"txt\": [\n            \"\"\n          ]\n        },\n        {\n          \"host\": \"Sebastians-MacBook-Pro-2.local\",\n          \"port\": \"22\",\n          \"service_name\": \"Sebastian\\\\226\\\\128\\\\153s MacBook Pro \\\\0402\\\\041\",\n          \"service_type\": \"_ssh._tcp\",\n          \"txt\": [\n            \"\"\n          ]\n        }\n      ]\n    },\n    \"guess_alias\": \"Apple MacBook con SSH / companion-link [from AI]\",\n    \"ip\": \"192.168.1.3\",\n    \"last_probe_ts\": \"2026-06-06T20:31:19Z\",\n    \"oui_prefix\": \"12:6E:0C\",\n    \"ports_open\": [],\n    \"private_mac\": true,\n    \"sources\": [\n      \"mdns-apple-mac\"\n    ]\n  },\n  \"16:a3:ee:79:d7:8f\": {\n    \"alias_source\": \"ai\",\n    \"confidence\": 0.45,\n    \"evidence\": {\n      \"mdns\": []\n    },\n    \"guess_alias\": \"Dispositivo con MAC privada / probable m\\u00f3vil [from AI]\",\n    \"ip\": \"192.168.1.60\",\n    \"last_probe_ts\": \"2026-06-05T15:16:35Z\",\n    \"oui_prefix\": \"16:A3:EE\",\n    \"ports_open\": [],\n    \"private_mac\": true,\n    \"sources\": [\n      \"private-mac-only\"\n    ]\n  },\n  \"1c:3c:d4:06:a0:9b\": {\n    \"alias_source\": \"manual\",\n    \"confidence\": 0.0,\n    \"evidence\": {\n      \"mdns\": []\n    },\n    \"guess_alias\": null,\n    \"ip\": \"192.168.1.1\",\n    \"last_probe_ts\": \"2026-06-06T20:31:19Z\",\n    \"oui_prefix\": \"1C:3C:D4\",\n    \"ports_open\": [],\n    \"private_mac\": false,\n    \"sources\": []\n  },\n  \"38:2c:e5:4c:99:b7\": {\n    \"alias_source\": \"manual\",\n    \"confidence\": 0.88,\n    \"evidence\": {\n      \"mdns\": []\n    },\n    \"guess_alias\": \"Tuya smart device con puerto 6668 [from AI]\",\n    \"ip\": \"192.168.1.48\",\n    \"last_probe_ts\": \"2026-06-06T20:31:19Z\",\n    \"oui_prefix\": \"38:2C:E5\",\n    \"ports_open\": [\n      6668\n    ],\n    \"private_mac\": false,\n    \"sources\": [\n      \"tuya-6668\"\n    ]\n  },\n  \"40:1a:58:c7:5c:3d\": {\n    \"alias_source\": \"ai\",\n    \"confidence\": 0.0,\n    \"evidence\": {\n      \"mdns\": []\n    },\n    \"guess_alias\": null,\n    \"ip\": \"192.168.1.87\",\n    \"last_probe_ts\": \"2026-06-05T15:14:28Z\",\n    \"oui_prefix\": \"40:1A:58\",\n    \"ports_open\": [],\n    \"private_mac\": false,\n    \"sources\": []\n  },\n  \"48:5c:2c:4c:36:c6\": {\n    \"alias_source\": \"manual\",\n    \"confidence\": 0.98,\n    \"evidence\": {\n      \"http_8008\": \"\",\n      \"mdns\": [\n        {\n          \"host\": \"Android_adb0e3fbcacb48a9a81bec6e2ced375b.local\",\n          \"port\": \"6466\",\n          \"service_name\": \"TV de Sala 68\",\n          \"service_type\": \"_androidtvremote2._tcp\",\n          \"txt\": [\n            \"\\\"bt=48:5C:2C:4C:36:C7\\\"\"\n          ]\n        },\n        {\n          \"host\": \"2570ae6a-6064-075a-8f04-490fa600a876.local\",\n          \"port\": \"8009\",\n          \"service_name\": \"onn\\\\.-4K-Streaming-Bo-2570ae6a6064075a8f04490fa600a876\",\n          \"service_type\": \"_googlecast._tcp\",\n          \"txt\": [\n            \"\\\"rs=Youtube\\\" \\\"rr=233637DE\\\" \\\"ct=242664\\\" \\\"nf=1\\\" \\\"bs=FA8F8382860A\\\" \\\"st=1\\\" \\\"ca=266757\\\" \\\"fn=TV de Sala 68\\\" \\\"ic=/setup/icon.png\\\" \\\"md=onn. 4K Streaming Box\\\" \\\"ve=05\\\" \\\"rm=A7A19734552BA763\\\" \\\"cd=0AD2115E2C385B056E2682A72D6D8DB8\\\" \\\"id=2570ae6a6064075a8f04490fa600a876\\\"\"\n          ]\n        }\n      ],\n      \"mdns_names\": [\n        \"TV de Sala 68\",\n        \"onn\\\\.-4K-Streaming-Bo-2570ae6a6064075a8f04490fa600a876\"\n      ]\n    },\n    \"guess_alias\": \"Android TV con mDNS remote [from AI]\",\n    \"ip\": \"192.168.1.32\",\n    \"last_probe_ts\": \"2026-06-06T20:31:16Z\",\n    \"oui_prefix\": \"48:5C:2C\",\n    \"ports_open\": [\n      8008,\n      8009,\n      8443\n    ],\n    \"private_mac\": false,\n    \"sources\": [\n      \"mdns-googlecast\",\n      \"mdns-androidtv\",\n      \"google-cast\"\n    ]\n  },\n  \"74:e6:b8:38:96:44\": {\n    \"alias_source\": \"manual\",\n    \"confidence\": 0.98,\n    \"evidence\": {\n      \"mdns\": [\n        {\n          \"host\": \"LGwebOSTV.local\",\n          \"port\": \"7000\",\n          \"service_name\": \"\\\\091LG\\\\093 webOS TV UP7750PSB\",\n          \"service_type\": \"_airplay._tcp\",\n          \"txt\": [\n            \"\\\"pk=113f377f21290c9e59b022f2afb3df42748e4bfc1e3501c70b95687b5a229303\\\" \\\"gcgl=0\\\" \\\"gid=00000000-0000-0000-0000-D2264A1A5C0F\\\" \\\"psi=00000000-0000-0000-0000-D2264A1A5C0F\\\" \\\"pi=D2:26:4A:1A:5C:0F\\\" \\\"srcvers=377.25.06\\\" \\\"protovers=1.1\\\" \\\"serialNumber=206NSNS05471_74:e6:b8:38:96:44\\\\010\\\" \\\"manufacturer=LG Electronics\\\" \\\"model=43UP7750PSB\\\" \\\"flags=0x644\\\" \\\"fv=p20.03.53.45\\\" \\\"rsf=0x3\\\" \\\"features=0x7F8AD0,0x38BCB46\\\" \\\"deviceid=D2:26:4A:1A:5C:0F\\\" \\\"acl=0\\\"\"\n          ]\n        },\n        {\n          \"host\": \"LGwebOSTV.local\",\n          \"port\": \"7000\",\n          \"service_name\": \"\\\\091LG\\\\093 webOS TV UP7750PSB\",\n          \"service_type\": \"_airplay._tcp\",\n          \"txt\": [\n            \"\\\"pk=113f377f21290c9e59b022f2afb3df42748e4bfc1e3501c70b95687b5a229303\\\" \\\"gcgl=0\\\" \\\"gid=00000000-0000-0000-0000-D2264A1A5C0F\\\" \\\"psi=00000000-0000-0000-0000-D2264A1A5C0F\\\" \\\"pi=D2:26:4A:1A:5C:0F\\\" \\\"srcvers=377.25.06\\\" \\\"protovers=1.1\\\" \\\"serialNumber=206NSNS05471_74:e6:b8:38:96:44\\\\010\\\" \\\"manufacturer=LG Electronics\\\" \\\"model=43UP7750PSB\\\" \\\"flags=0x644\\\" \\\"fv=p20.03.53.45\\\" \\\"rsf=0x3\\\" \\\"features=0x7F8AD0,0x38BCB46\\\" \\\"deviceid=D2:26:4A:1A:5C:0F\\\" \\\"acl=0\\\"\"\n          ]\n        },\n        {\n          \"host\": \"LGwebOSTV.local\",\n          \"port\": \"33091\",\n          \"service_name\": \"LG webOS TV 3CDE\",\n          \"service_type\": \"_hap._tcp\",\n          \"txt\": [\n            \"\\\"sh=u960TA==\\\" \\\"ci=31\\\" \\\"sf=0\\\" \\\"s#=350\\\" \\\"pv=1.1\\\" \\\"md=LG webOS TV\\\" \\\"id=D2:26:4A:1A:5C:0F\\\" \\\"ff=8\\\" \\\"c#=1\\\"\"\n          ]\n        },\n        {\n          \"host\": \"LGwebOSTV.local\",\n          \"port\": \"33091\",\n          \"service_name\": \"LG webOS TV 3CDE\",\n          \"service_type\": \"_hap._tcp\",\n          \"txt\": [\n            \"\\\"sh=u960TA==\\\" \\\"ci=31\\\" \\\"sf=0\\\" \\\"s#=350\\\" \\\"pv=1.1\\\" \\\"md=LG webOS TV\\\" \\\"id=D2:26:4A:1A:5C:0F\\\" \\\"ff=8\\\" \\\"c#=1\\\"\"\n          ]\n        },\n        {\n          \"host\": \"LGwebOSTV.local\",\n          \"port\": \"7250\",\n          \"service_name\": \"\\\\091LG\\\\093 webOS TV UP7750PSB\",\n          \"service_type\": \"_display._tcp\",\n          \"txt\": [\n            \"\\\"mac=74:e6:b8:38:96:44\\\" \\\"1AS=0\\\" \\\"dev_name=MiracastR2Sink\\\" \\\"proto_ver=2.0\\\" \\\"aud_src=0\\\" \\\"aud_psink=0\\\" \\\"Hdcp=HDCP2.2\\\" \\\"ses_avail=1\\\" \\\"Type=p-sink\\\"\"\n          ]\n        }\n      ]\n    },\n    \"guess_alias\": \"LG Smart TV con puertos webOS / AirPlay [from AI]\",\n    \"ip\": \"192.168.1.59\",\n    \"last_probe_ts\": \"2026-06-06T20:31:19Z\",\n    \"oui_prefix\": \"74:E6:B8\",\n    \"ports_open\": [\n      3000,\n      7000\n    ],\n    \"private_mac\": false,\n    \"sources\": [\n      \"lg-tv\"\n    ]\n  },\n  \"92:1e:fe:36:21:42\": {\n    \"alias_source\": \"ai\",\n\n[220 more lines in file. Use offset=221 to continue.]"}],"isError":false,"timestamp":1780777989102}}
{"type":"message","id":"bc689402","parentId":"3718baa0","timestamp":"2026-06-06T20:33:09.102Z","message":{"role":"toolResult","toolCallId":"call_ufmdQ8RHNZNp5ht2ie7Q3zzr|fc_0a9e4511c6d55ec0016a2484048430819191f4347fcfefe942","toolName":"bash","content":[{"type":"text","text":"92:1e:fe:36:21:42 8 ['2026-06-05'] ... ['2026-06-05']\n16:a3:ee:79:d7:8f 57 ['2026-05-28', '2026-06-01', '2026-06-05'] ... ['2026-05-28', '2026-06-01', '2026-06-05']\n12:6e:0c:42:eb:c9 102 ['2026-06-06'] ... ['2026-06-06']\n74:e6:b8:38:96:44 132 ['2026-05-28', '2026-06-06'] ... ['2026-05-28', '2026-06-06']\ncc:40:85:0b:e1:5e 133 ['2026-05-25'] ... ['2026-05-25']\n98:77:d5:11:b2:e0 133 ['2026-05-25'] ... ['2026-05-25']\n40:1a:58:c7:5c:3d 431 ['2026-05-24', '2026-05-25', '2026-06-05'] ... ['2026-05-24', '2026-05-25', '2026-06-05']\nfe:8c:bc:ae:b6:e4 435 ['2026-06-06'] ... ['2026-06-06']\nae:54:7d:48:70:dc 510 ['2026-05-24', '2026-05-25'] ... ['2026-05-24', '2026-05-25']\n98:77:d5:11:c1:ca 1574 ['2026-05-25', '2026-05-27', '2026-06-01', '2026-06-02', '2026-06-03'] ... ['2026-06-01', '2026-06-02', '2026-06-03']\ncc:40:85:0a:cb:56 2793 ['2026-05-24', '2026-05-25', '2026-05-26', '2026-05-27', '2026-05-28'] ... ['2026-05-26', '2026-05-27', '2026-05-28']\n1c:3c:d4:06:a0:9b 9296 ['2026-05-24', '2026-05-25', '2026-05-26', '2026-05-27', '2026-05-28', '2026-05-29', '2026-05-30', '2026-05-31', '2026-06-01', '2026-06-02'] ... ['2026-06-04', '2026-06-05', '2026-06-06']\nb0:2a:43:83:47:fc 9296 ['2026-05-24', '2026-05-25', '2026-05-26', '2026-05-27', '2026-05-28', '2026-05-29', '2026-05-30', '2026-05-31', '2026-06-01', '2026-06-02'] ... ['2026-06-04', '2026-06-05', '2026-06-06']\n48:5c:2c:4c:36:c6 9296 ['2026-05-24', '2026-05-25', '2026-05-26', '2026-05-27', '2026-05-28', '2026-05-29', '2026-05-30', '2026-05-31', '2026-06-01', '2026-06-02'] ... ['2026-06-04', '2026-06-05', '2026-06-06']\nc4:82:e1:b4:d7:ca 9296 ['2026-05-24', '2026-05-25', '2026-05-26', '2026-05-27', '2026-05-28', '2026-05-29', '2026-05-30', '2026-05-31', '2026-06-01', '2026-06-02'] ... ['2026-06-04', '2026-06-05', '2026-06-06']\n38:2c:e5:4c:99:b7 9296 ['2026-05-24', '2026-05-25', '2026-05-26', '2026-05-27', '2026-05-28', '2026-05-29', '2026-05-30', '2026-05-31', '2026-06-01', '2026-06-02'] ... ['2026-06-04', '2026-06-05', '2026-06-06']\n"}],"isError":false,"timestamp":1780777989102}}
{"type":"message","id":"ed8969ba","parentId":"bc689402","timestamp":"2026-06-06T20:33:12.954Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"**Identifying project details**\n\nI need to start by checking the inventory, as the first seen indicates the project began on May 5. It seems I only have six files due to the rolling nature of retention. I should also identify the count of mobile devices, and perhaps I can use fingerprints to continue tracking the remaining device entries, which might include iPhones. I'll read the rest to find what's relevant.","thinkingSignature":"{\"id\":\"rs_0a9e4511c6d55ec0016a248405ed848191b6def17e0db5b9a1\",\"type\":\"reasoning\",\"content\":[],\"encrypted_content\":\"gAAAAABqJIQI8_g1IZx-mhlBzlelXwn3U3_naky4COvuDxBh1oLN9KvAVVnfFQfsFwznDGMS-acB9MPa14jk6qNP7xjV2jqrqv4VIfah1MP_jYg4tpNRUpPr8UZxcxKRRxvuIwpw1ZYTGRDSDU2YPiXPuGWANufBQsYRtyI2WC7XfS9bYxlBwULJNI-Vg5ORD3uU66PZloptZkC0nmoov1kucrAJgYf6JpeJ2ph9bDt9nKhrSy-28emODg1Ptm0kSfC993pqifRM165P_LhLy7AwV80_1B8MwsGJ-qIVM5Rj0Zus9NbU62h09sfWyCdjEuWh2Plcp3jT1cQc6tcNx0mPpaC9H98CeyUl15xHica1EiuHozA0GQ5UHa6aaaRpMEtsxKndzbO1kzoZxeEXLgjfdQ_4Y0_BVuqW0KimRS7-t1y9jd8jIiop0_VAt8ss2g7wM-xzOQrH5Y9r6wVN3h2Lug4Zi3mPqUicXqiXLvt5fz7VxcfoNCB-PVQP17Bv-jCfhB9ieBTaASVfkI0O_ljy_hecpwoKY7DzUt1KB7G-WHZcnjLlqqFHrZTeuFRNJFs68eq_SXT_sMPv-Za0YGPfgQM8hcobskOGlDydEsWhKKmZ3pItnYzI-PuE-gPudAoXz8ym2GC3xBnur6OelmonwotY1160IihASRzpseNmlq4FKHUOcwzHu5scWgvCbR0LVNnapfgJhoa-zwyV11r26mxboMWFvN1Mo_Gss2BlQbT0RKYl-vmuPeycRXFaWI8pALyQGFrqKr8y2agTktWdBkik1y35H9bkOIcC6O2v9avEboxsAG5y6tbDTOgRBYVcpZlvbopFBQoHq9lfUxoyy1liyAx0BW5S3DRyz46gveFGFyOCAGCgwy0ym7b6U_VdWfrf-YtnJkhdyAqxeoj7JGQ4TDb31R_ioxfblt1HWGhTx9A5UQKtLFcZ8u3gsf8--Br1-s6Q8NoYfYV-ny7UfHC-9oDN90_YbI80qNKDVTDcYuT_yL4eXCuZXUWdJVM8_-_tx7vzyIwxhXB8EauE1zx5dYvnpu6B1WgJabq_Yg-Lw_S4uqHS7DB8KBs-XlZv6Tdt52srAHQaY9GbmYLHS-7UngaoFmwN9tbj2Lz70Hkzb0pCHk-Ho0VKTsP_EHrXCR3dpJrhWpQR0NSBmdY3_DY0uEpK60Azp3QeSE4nqdCrssJeYyuVxa5OnAckLf8AlvEubSAE_a177DZFFDRMOkSFU0rdupQoE1RwOCGsr3d3DJRcnFc=\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Identifying project details**\\n\\nI need to start by checking the inventory, as the first seen indicates the project began on May 5. It seems I only have six files due to the rolling nature of retention. I should also identify the count of mobile devices, and perhaps I can use fingerprints to continue tracking the remaining device entries, which might include iPhones. I'll read the rest to find what's relevant.\"}]}"},{"type":"toolCall","id":"call_o4b8EZqTPpIx0LdnhxBgeHnE|fc_0a9e4511c6d55ec0016a248408c7fc8191848e4f3f57edd2d9","name":"read","arguments":{"path":"/home/sebas/runtime/agent-logs/wifi-presence/fingerprints.json","offset":221,"limit":220}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":15142,"output":92,"cacheRead":5120,"cacheWrite":0,"totalTokens":20354,"cost":{"input":0.037855,"output":0.00138,"cacheRead":0.0012799999999999999,"cacheWrite":0,"total":0.040514999999999995}},"stopReason":"toolUse","timestamp":1780777989103,"responseId":"resp_0a9e4511c6d55ec0016a2484052cec81918f369f4912bb3d25"}}
{"type":"message","id":"de724ab3","parentId":"ed8969ba","timestamp":"2026-06-06T20:33:12.955Z","message":{"role":"toolResult","toolCallId":"call_o4b8EZqTPpIx0LdnhxBgeHnE|fc_0a9e4511c6d55ec0016a248408c7fc8191848e4f3f57edd2d9","toolName":"read","content":[{"type":"text","text":"    \"confidence\": 0.45,\n    \"evidence\": {\n      \"mdns\": []\n    },\n    \"guess_alias\": \"Dispositivo con MAC privada / probable m\\u00f3vil [from AI]\",\n    \"ip\": \"192.168.1.47\",\n    \"last_probe_ts\": \"2026-06-05T15:16:29Z\",\n    \"oui_prefix\": \"92:1E:FE\",\n    \"ports_open\": [],\n    \"private_mac\": true,\n    \"sources\": [\n      \"private-mac-only\"\n    ]\n  },\n  \"98:77:d5:11:b2:e0\": {\n    \"alias_source\": \"manual\",\n    \"confidence\": 0.0,\n    \"evidence\": {\n      \"mdns\": [\n        {\n          \"host\": \"9877D511B2E0.local\",\n          \"port\": \"5540\",\n          \"service_name\": \"483A52B77EBF4649\",\n          \"service_type\": \"_matterc._udp\",\n          \"txt\": [\n            \"\\\"PI=Repeatedly power your light off & on until a blue pulse indicates setup mode, then complete the setup in your commissioner app\\\" \\\"PH=17\\\" \\\"RI=0D00EE4D6C804E21DD2259169D3A3F289A19\\\" \\\"CM=0\\\" \\\"D=267\\\" \\\"DT=0\\\" \\\"VP=4107+8870\\\"\"\n          ]\n        }\n      ]\n    },\n    \"guess_alias\": null,\n    \"ip\": \"192.168.1.77\",\n    \"last_probe_ts\": \"2026-05-25T20:22:18Z\",\n    \"oui_prefix\": \"98:77:D5\",\n    \"ports_open\": [],\n    \"private_mac\": false,\n    \"sources\": []\n  },\n  \"98:77:d5:11:c1:ca\": {\n    \"alias_source\": \"manual\",\n    \"confidence\": 0.0,\n    \"evidence\": {\n      \"mdns\": [\n        {\n          \"host\": \"9877D511C1CA.local\",\n          \"port\": \"5540\",\n          \"service_name\": \"5F1B21770EE48C66\",\n          \"service_type\": \"_matterc._udp\",\n          \"txt\": [\n            \"\\\"PI=Repeatedly power your light off & on until a blue pulse indicates setup mode, then complete the setup in your commissioner app\\\" \\\"PH=17\\\" \\\"RI=1400802CF199C7D803EA02C37B4D98BEA7C8\\\" \\\"CM=0\\\" \\\"D=20\\\" \\\"DT=0\\\" \\\"VP=4107+8870\\\"\"\n          ]\n        }\n      ]\n    },\n    \"guess_alias\": null,\n    \"ip\": \"192.168.1.76\",\n    \"last_probe_ts\": \"2026-06-03T17:58:18Z\",\n    \"oui_prefix\": \"98:77:D5\",\n    \"ports_open\": [],\n    \"private_mac\": false,\n    \"sources\": []\n  },\n  \"ae:54:7d:48:70:dc\": {\n    \"alias_source\": \"ai\",\n    \"confidence\": 0.45,\n    \"evidence\": {\n      \"mdns\": []\n    },\n    \"guess_alias\": \"Dispositivo con MAC privada / probable m\\u00f3vil [from AI]\",\n    \"ip\": \"192.168.1.86\",\n    \"last_probe_ts\": \"2026-05-25T20:24:19Z\",\n    \"oui_prefix\": \"AE:54:7D\",\n    \"ports_open\": [],\n    \"private_mac\": true,\n    \"sources\": [\n      \"private-mac-only\"\n    ]\n  },\n  \"b0:2a:43:83:47:fc\": {\n    \"alias_source\": \"manual\",\n    \"confidence\": 0.0,\n    \"evidence\": {\n      \"http_8008\": \"\",\n      \"mdns\": [\n        {\n          \"host\": \"0252a76e-5468-8afd-6aca-3880c548f61a.local\",\n          \"port\": \"10101\",\n          \"service_name\": \"0725D5654C882124A9850097A514F6EB\",\n          \"service_type\": \"_googcrossdevice._tcp\",\n          \"txt\": [\n            \"\\\"ts=3\\\" \\\"rp=50\\\" \\\"id=0725D5654C882124A9850097A514F6EB\\\"\"\n          ]\n        },\n        {\n          \"host\": \"0252a76e-5468-8afd-6aca-3880c548f61a.local\",\n          \"port\": \"10001\",\n          \"service_name\": \"0252a76e-5468-8afd-6aca-3880c548f61a\",\n          \"service_type\": \"_googlezone._tcp\",\n          \"txt\": [\n            \"\\\"CGS\\\" \\\"UDS\\\" \\\"id=0725D5654C882124A9850097A514F6EB\\\"\"\n          ]\n        },\n        {\n          \"host\": \"0252a76e-5468-8afd-6aca-3880c548f61a.local\",\n          \"port\": \"8009\",\n          \"service_name\": \"Google-Home-Mini-0252a76e54688afd6aca3880c548f61a\",\n          \"service_type\": \"_googlecast._tcp\",\n          \"txt\": [\n            \"\\\"rs=\\\" \\\"nf=1\\\" \\\"bs=FA8FCA582B2F\\\" \\\"st=0\\\" \\\"ca=199172\\\" \\\"fn=Sala de estar\\\" \\\"ic=/setup/icon.png\\\" \\\"md=Google Home Mini\\\" \\\"ve=05\\\" \\\"rm=\\\" \\\"cd=0725D5654C882124A9850097A514F6EB\\\" \\\"id=0252a76e54688afd6aca3880c548f61a\\\"\"\n          ]\n        }\n      ],\n      \"mdns_names\": [\n        \"0725D5654C882124A9850097A514F6EB\",\n        \"0252a76e-5468-8afd-6aca-3880c548f61a\",\n        \"Google-Home-Mini-0252a76e54688afd6aca3880c548f61a\"\n      ]\n    },\n    \"guess_alias\": null,\n    \"ip\": \"192.168.1.7\",\n    \"last_probe_ts\": \"2026-06-06T20:31:19Z\",\n    \"oui_prefix\": \"B0:2A:43\",\n    \"ports_open\": [\n      8008,\n      8009,\n      8443\n    ],\n    \"private_mac\": false,\n    \"sources\": [\n      \"mdns-googlecast\",\n      \"google-cast\"\n    ]\n  },\n  \"c4:82:e1:b4:d7:ca\": {\n    \"alias_source\": \"manual\",\n    \"confidence\": 0.93,\n    \"evidence\": {\n      \"mdns\": []\n    },\n    \"guess_alias\": \"Tuya smart controller / smart infrared con puerto 6668 [from AI]\",\n    \"ip\": \"192.168.1.43\",\n    \"last_probe_ts\": \"2026-06-06T20:31:17Z\",\n    \"oui_prefix\": \"C4:82:E1\",\n    \"ports_open\": [\n      6668\n    ],\n    \"private_mac\": false,\n    \"sources\": [\n      \"tuya-6668\"\n    ]\n  },\n  \"cc:40:85:0a:cb:56\": {\n    \"alias_source\": \"manual\",\n    \"confidence\": 0.92,\n    \"evidence\": {\n      \"mdns\": [],\n      \"vendor\": \"WiZ\"\n    },\n    \"guess_alias\": \"WiZ / Matter smart light con vendor WiZ [from AI]\",\n    \"ip\": \"192.168.1.8\",\n    \"last_probe_ts\": \"2026-05-28T15:32:33Z\",\n    \"oui_prefix\": \"CC:40:85\",\n    \"ports_open\": [],\n    \"private_mac\": false,\n    \"sources\": [\n      \"oui-wiz\"\n    ]\n  },\n  \"cc:40:85:0b:e1:5e\": {\n    \"alias_source\": \"manual\",\n    \"confidence\": 0.98,\n    \"evidence\": {\n      \"mdns\": [\n        {\n          \"host\": \"CC40850BE15E.local\",\n          \"port\": \"5540\",\n          \"service_name\": \"BA4007BE5FE7EBFE\",\n          \"service_type\": \"_matterc._udp\",\n          \"txt\": [\n            \"\\\"PI=Repeatedly power your light off & on until a blue pulse indicates setup mode, then complete the setup in your commissioner app\\\" \\\"PH=17\\\" \\\"RI=040058697234D9C8F5C666C2EEB9D2CD859F\\\" \\\"CM=0\\\" \\\"D=1966\\\" \\\"DT=0\\\" \\\"VP=4107+8610\\\"\"\n          ]\n        }\n      ],\n      \"mdns_types\": [\n        \"_matterc._udp\"\n      ],\n      \"vendor\": \"WiZ\"\n    },\n    \"guess_alias\": \"WiZ / Matter smart light con vendor WiZ [from AI]\",\n    \"ip\": \"192.168.1.9\",\n    \"last_probe_ts\": \"2026-05-25T20:22:28Z\",\n    \"oui_prefix\": \"CC:40:85\",\n    \"ports_open\": [],\n    \"private_mac\": false,\n    \"sources\": [\n      \"mdns-matter\",\n      \"oui-wiz\"\n    ]\n  },\n  \"fe:8c:bc:ae:b6:e4\": {\n    \"alias_source\": \"manual\",\n    \"confidence\": 0.95,\n    \"evidence\": {\n      \"mdns\": []\n    },\n    \"guess_alias\": \"Apple iPhone con MAC privada y puertos lockdownd [from AI]\",\n    \"ip\": \"192.168.1.44\",\n    \"last_probe_ts\": \"2026-06-06T20:31:18Z\",\n    \"oui_prefix\": \"FE:8C:BC\",\n    \"ports_open\": [\n      49152,\n      62078\n    ],\n    \"private_mac\": true,\n    \"sources\": [\n      \"apple-lockdownd\"\n    ]\n  }\n}\n"}],"isError":false,"timestamp":1780777992955}}
{"type":"message","id":"1e324031","parentId":"de724ab3","timestamp":"2026-06-06T20:33:25.683Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"**Calculating mobile device count**\n\nI need to compute the total count of mobile devices and create a succinct profile. I'm estimating maybe around 5 mobile candidates currently in retained logs. Should I include MacBook? Probably not. It could be 6 if I consider unknown entries, since 40 aren’t mobile. Initially, I want to confirm if the project existed earlier based on metadata. The first seen date from inventory is 05/05, so I should inspect the inventory further to determine the exact number of mobile devices.","thinkingSignature":"{\"id\":\"rs_0a9e4511c6d55ec0016a248409a598819196bbb014d5d193d7\",\"type\":\"reasoning\",\"content\":[],\"encrypted_content\":\"gAAAAABqJIQNyT5kII7kZZ41TWvEwJxcQl_H6GHVmpv5f8wA1uMgs7qPoVWqYwL9juEFodCTLzo2SSrPZn22wNy6Fmbw_5tNq1U8rRUzv9_MkW710PppDSkfv5Cl2yFEaiGVnAcD8WF6v3jvCdnn5wVTCJFyhWZHY-delHUK-fkni_R-Xe1vO7vp5Me6UzwcFCR1FvUYn9otc3v1LckFsbxZS9AqkHyLF80EAQVzCeOUGJo0SUx9hD2E4uITmrYJxyPJXcM_kvTuhRz6K20cwONTruos8tU6bhCaXbc3KQoF8ppdG9qWY2lAuhSrmnCMS3S-donX5QmNFmlpb6G9qlZfjCC-AkgmOwx-qxy1EODqMufKot42OwATIWM0-Y0bYWzdXIHnTl-ZRZwtwS_13egVQBqQv4EVK75lnnaGxOzcsR8f21ScHMyEbPpwtXusDPwlC5pzzR2Sv8TYPuUyDH9sUXf95Q624UlVX1sepkspyqOpNMouzBL7Dn-44N_Xsm1Xr_bo0SiTTMRTBbR4PciLN9A7bTXUJpwEzzBfz_JnoENlhgf512VTj7G3mMAAvZ3IR46wjMogAzqP5elnZDaTaY2sg-uK6bubeAjsxUGrBH-X2ORpileRJ8z00XfHJroHr16Zteb4ds2lfrrkasC85aF2pEGbeUSx5VcyHi0YWEk2SC3Lkaro1dbJLu0VPfLlJLFZZ0H77zf6q2YXMF_4_yhLW9cj8b2BrEK8uPMbTagyxJAcKXtPDepOXb0KgQvlrJmpFtfwHFcz6-zCIxjB0o9Ax7BQoIIx_r__7c8rRLYB_1zEfUEzqNIyuKjWzjBzdriFPti4Ki2y2S_qDaVMdAQqmDjcmdmn_wGHJyZJFHS7c39TeGrQtZy3y3zVX4AP2D9UEIfQWLHYZYTND7p8vd2lGNc37TIi5r5q3TrJFIxZhgYO9xr_BVGZwBrDbx5FHmcg-elKc5wCh5okRH2VFq0ILdhCE9GLEGL2cGoQaUKjcsJasWzG6QHEZboTpDVbppDojkqsigCkQxs5vRaHc5KfNV2ldEOoIRidzOJ07CmDEJYmPieAFgH_LbULXrgFZE00lTsbMsUXgZaVcLPJHu_346vaNd2cwj_B5I1Q-pC2DgOu1Mw3U9tLEugz_8WSTmLiei3R3g6Sg7YH-ZOSu8CKeCZ5XaEseE0xbOyDX9qWCw61WLIwPPNqhahh2Jqzz8I84dqXe5hxTqQrY6aDO1baggukOJWMKsgj_nQuCjtIH-s4d92MzoqnqbWIhCzYJk45ahot0WJNvodZmN15uPcSSQ5PfRHm8GGjevUsmtonkhRCmGqop4uNMY-iwQVfn1r1stiZIB5XdquY8pCMo5Jfu8lOgAQkyFzr4ZAve2_YIqhsqNQ_zMDQQ5GWA3M9rULBWU6bV6gYGe-uMJxZ1XMK0P7XQzlKD0iZax9Dt3q8ajJlDxRDcp9XOI5oqOEYn0f3ePKFD6PQaMineZtq53T1oKAqdl4SmHSEanH62syY9VqNTJx3cRn5v3Yt_RWk_szm-Vh9MBm1WLR2p7E-TTB5pDjk5A==\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Calculating mobile device count**\\n\\nI need to compute the total count of mobile devices and create a succinct profile. I'm estimating maybe around 5 mobile candidates currently in retained logs. Should I include MacBook? Probably not. It could be 6 if I consider unknown entries, since 40 aren’t mobile. Initially, I want to confirm if the project existed earlier based on metadata. The first seen date from inventory is 05/05, so I should inspect the inventory further to determine the exact number of mobile devices.\"}]}"},{"type":"toolCall","id":"call_6axz46LK0KHNlOxggTasuStR|fc_0a9e4511c6d55ec0016a24840d401881919ae87cb3f067dd39","name":"bash","arguments":{"command":"python - <<'PY'\nimport json,glob,datetime,collections\nfrom zoneinfo import ZoneInfo\nTZ=ZoneInfo('America/Argentina/Buenos_Aires')\ninv=json.load(open('/home/sebas/runtime/agent-logs/wifi-presence/inventory.json'))['devices']\nfp=json.load(open('/home/sebas/runtime/agent-logs/wifi-presence/fingerprints.json'))\nfiles=sorted(glob.glob('/home/sebas/runtime/agent-logs/wifi-presence/activity*.jsonl'))\nobs=collections.defaultdict(list)\nfor f in files:\n  with open(f) as fh:\n    for line in fh:\n      o=json.loads(line)\n      if o.get('event')!='device_snapshot': continue\n      d=o['device']; obs[d['mac']].append(datetime.datetime.fromisoformat(o['ts'].replace('Z','+00:00')))\n\ndef sess(times):\n  times=sorted(times)\n  if not times: return []\n  out=[]; s=prev=times[0]\n  for t in times[1:]:\n    if t-prev <= datetime.timedelta(minutes=6): prev=t\n    else:\n      out.append((s,prev+datetime.timedelta(minutes=2)))\n      s=prev=t\n  out.append((s,prev+datetime.timedelta(minutes=2)))\n  return out\ncands=[]\nfor mac,d in inv.items():\n  alias=(d.get('alias') or d.get('display_name') or '')\n  f=fp.get(mac,{})\n  ports=f.get('ports_open',[])\n  priv=f.get('private_mac')\n  mobile=False; reason=[]\n  if 'iphone' in alias.lower(): mobile=True; reason.append('alias')\n  if 62078 in ports or 49152 in ports: mobile=True; reason.append('apple-lockdownd')\n  if priv and ('probable móvil' in (f.get('guess_alias') or '') or 'Apple iPhone' in alias): mobile=True; reason.append('private-mac')\n  if mobile:\n    ss=sess(obs.get(mac,[]))\n    cands.append((mac,alias,d.get('first_seen_ts'),d.get('last_seen_ts'),len(ss),sum((e-s).total_seconds() for s,e in ss)/3600,ports,priv,reason))\nfor row in cands:\n  print(row)\nPY"}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":6749,"output":663,"cacheRead":15872,"cacheWrite":0,"totalTokens":23284,"cost":{"input":0.016872500000000002,"output":0.009945,"cacheRead":0.003968,"cacheWrite":0,"total":0.0307855}},"stopReason":"toolUse","timestamp":1780777992956,"responseId":"resp_0a9e4511c6d55ec0016a24840906c88191b24bb2dfade5a24b"}}
{"type":"message","id":"359b5151","parentId":"1e324031","timestamp":"2026-06-06T20:33:26.129Z","message":{"role":"toolResult","toolCallId":"call_6axz46LK0KHNlOxggTasuStR|fc_0a9e4511c6d55ec0016a24840d401881919ae87cb3f067dd39","toolName":"bash","content":[{"type":"text","text":"('16:a3:ee:79:d7:8f', 'Apple iPhone con MAC privada y puertos lockdownd [from AI]', '2026-05-28T15:04:22Z', '2026-06-05T15:16:35Z', 3, 1.9269444444444443, [], True, ['alias', 'private-mac'])\n('52:b2:e7:72:71:b5', 'iphone nacho nc', '2026-05-06T02:24:00Z', '2026-05-06T02:24:00Z', 0, 0.0, [], None, ['alias'])\n('92:1e:fe:36:21:42', 'Dispositivo con MAC privada / probable móvil [from AI]', '2026-06-05T15:02:28Z', '2026-06-05T15:16:35Z', 1, 0.26861111111111113, [], True, ['private-mac'])\n('ae:54:7d:48:70:dc', 'Apple iPhone con MAC privada y puertos lockdownd [from AI]', '2026-05-23T03:50:16Z', '2026-05-25T20:24:21Z', 2, 17.34611111111111, [], True, ['alias', 'private-mac'])\n('e6:5a:df:8b:89:96', 'iphone rodri', '2026-05-06T02:24:00Z', '2026-05-06T02:24:00Z', 0, 0.0, [], None, ['alias'])\n('fe:8c:bc:ae:b6:e4', 'iPhone sebas', '2026-05-05T17:54:04Z', '2026-06-06T20:33:19Z', 2, 14.789444444444445, [49152, 62078], True, ['alias', 'apple-lockdownd'])\n"}],"isError":false,"timestamp":1780778006129}}
{"type":"message","id":"ae99b90b","parentId":"359b5151","timestamp":"2026-06-06T20:33:32.401Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"","thinkingSignature":"{\"id\":\"rs_0a9e4511c6d55ec0016a24841763bc819193096db5f650a1a4\",\"type\":\"reasoning\",\"content\":[],\"encrypted_content\":\"gAAAAABqJIQcf-MmHxqm5gL0gVokI77nNIqpEZdjwC3uPdk7m3yZKtSQAfDi98EYicHC14-_bBF9sVY3EaooWDYPRkgFg9zPTIjoQiVWccGRJRSSW6yl9r4dCmaTZ4KxxUkQbvxbEHGqKm05xHLtJrs1tz8TqN6JmkisIN6gRGI-FbEai3zP_CozcUoYFzR3T5xnprdsol4lNcKxVzAF_71xTsdyamdvOdky5-Og14Olb5d7xvuGE9XxAu0dz9-z1ixe-wPW3q_nqj3wCpLmYHursCPdulIY_mgkSy50eN3dE_TABe5eTgxReGyffWai6Ceh6mVlIiTa6SVqDvlu8zexp3vdJ67ZuJxSYfq4b_SnE4K0ok03ao-NaPLsrDWETchpg2LCq-G8Jmpad2sxPKU-FnMB2-bIp12P6M1SBKuxpFXMgauVj7WeDhaPPmam6dThYdlz4XMXGVN1R-UgYUU-9IQkhFJGf7_v0eo5EYV7_KHyMghH251ck5sJJbXBBxdCrerwtfo4yoDQRO7TaHK1IXDUqLwU-rNsfGRT1iLMMDBX_3l7f0ILdPcjCRKx5KW4cMbSv3J1Qx-2vlH6ZV3Md5lQ8QC-up4FbmUAFL30F4aRBRiJ55A3SLE9zZWuCUK65AN5ATGwaNLnKCMTTp7HUtf8qEpWmOhJ0LHHFqoxFjHfYs7UnfhyNoL26wK_UWRHtxrMXmnIN7zWzz41y_ujy0rG0JqRP3n1qW6IeBb4gguk7Z8v1ssBFszkgObzmgPZSCJxGGW_NMlBmE0sPAmxEQhhOngFjNLiIYmG6foch8RT63dVB9RUmX4JCt9wi6sjhW05SvHF3K_CDCjMs7fjwgS4MNKmP1Od98BhBpaoppH-p5T1uLTu1LeOtsN6nSryBK0P_hgvbesiq1J48d6Ea68Nv1flQvliqbwdlZMTFC7sjTkUDUU4j8KTFQEZjozVQnnz7BVnzU_Jgw6lp8Gxb_vOYacVBedbCy73-6iRpJfhR0DUKHZ84Q4_rCfb4ESPv7jSNAJpS1fqlbpbDu4QEgzhpmRHDQ1mOrZb8I9EopDxO4Ajwjarfc9A13pVDd5_gHZxN3l0GkKaL-bO91s33iChfmzeO-8iiOzee64Px7IczqPJSeoSElQPwywyue-rjmbQ2JF8Bh2RIQELi8UXCeOPZYson3_WeWHv54fs6Er6vz5DgY7_Y5UfpCDGPV-tZF7l_3dGEXgtZi9J1m1G5XvllAwCQL0aPXkWU-_7tMtmWcVnGW5Owo-LQnP7FuSGomDuSLrgL9tIFvLDkOV-lbFKhkPbnJFqlyxFJYjVwi309SvpGnaha5JgoqEyKEXnUYrJADY2-7d01PILhg6_thun59-4dkelA71YbKt3ovNGb3Cs4bVQFzxgiI0llfQ-Eu6LHTFREy-uPIDm9ibEPjV4Q61N3FAdY8_LjvczFQiYvXHh7kmj3zsHfabVYkmL2EJa908Pca-UcYNiNLE2-cr6zGPhVdtTemO7TZgUnqsZGjGvKEnkpEYPzDgHWUeHr-TAPihOJAo470o6dFK0rdpJV4cK2bqaFjteZfoqfi7-cnpf65a4xpFQSA4UvsvpjuAyKfMTglCcGCxzsZ9zx3TXWqdibP7Wrm6ReCRKUgfGdLQuHfUivZZ8FQXs_qWr8hVV4i-_jlbjpsagdIzZRjr0PRtf1hJUWVA-tpEiSA3XRy4U_WWYdoffNpGDCqXt1r6C0qJs1vzyJ7N7NNejZWWW0tE0emOPpeojjQPIn7tZwOAdS01uvrMdiNy1fTCZbije0mdhnsPEIAIv8j3dUmGwJSxxN4YUWbV09q8_ncOvxSpyOsNm1etNKGW-uaEPtsmQiWdd_cxfGxp26X7NwJFSEZ3u4coni-1XhLw5FwR3Eh9GJ8RM9VfAg47SjO0EfOYxiH1vnLjaGZq9gqOKrlCh7Ae6Y6Ch4qDpCAmf1KJ4Z-ljeHEjIjEqBPAEVQ_FjJFPQx7zg3b33tlf4freHxdN4aE7aSGGZkr0nhgtC4IgIlTudIzvWN5I1DDbFRj-9gb3OzqHeK0GDjJ6TtKIKECD4p3lJg==\",\"summary\":[]}"},{"type":"toolCall","id":"call_a7mcysRIdEryHwPYT1SwYpAs|fc_0a9e4511c6d55ec0016a24841c3e4081919b09052ba21399eb","name":"todo","arguments":{"action":"update","id":2,"status":"completed"}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":1223,"output":257,"cacheRead":22528,"cacheWrite":0,"totalTokens":24008,"cost":{"input":0.0030575000000000003,"output":0.003855,"cacheRead":0.005632,"cacheWrite":0,"total":0.0125445}},"stopReason":"toolUse","timestamp":1780778006130,"responseId":"resp_0a9e4511c6d55ec0016a24841632048191b0af96cd88601afb"}}
{"type":"message","id":"4c89e6f7","parentId":"ae99b90b","timestamp":"2026-06-06T20:33:32.402Z","message":{"role":"toolResult","toolCallId":"call_a7mcysRIdEryHwPYT1SwYpAs|fc_0a9e4511c6d55ec0016a24841c3e4081919b09052ba21399eb","toolName":"todo","content":[{"type":"text","text":"Updated #2 (pending → completed)"}],"details":{"action":"update","params":{"action":"update","id":2,"status":"completed"},"tasks":[{"id":1,"subject":"Revisar actividad últimas 4 semanas desde wifi tracker","status":"completed","description":"Encontrar datos del wifi tracker, calcular actividad de las últimas 4 semanas y responder al usuario.","activeForm":"revisando wifi tracker"},{"id":2,"subject":"Revisar metadata y móviles en wifi tracker","status":"completed","description":"Ver si hay más historia por metadata/rotación y contar móviles con perfil de conexión.","activeForm":"revisando metadata y móviles"}],"nextId":3},"isError":false,"timestamp":1780778012402}}
{"type":"message","id":"4c41da5b","parentId":"4c89e6f7","timestamp":"2026-06-06T20:33:46.396Z","message":{"role":"assistant","content":[{"type":"text","text":"Sí. Metadata confirma eso.\n\nLo que pasa:\n- el proyecto existe al menos desde\n  `2026-05-05`\n- se ve en `inventory.json`\n  con `first_seen_ts` desde ese día\n- pero el crudo `activity*.jsonl`\n  rota y sólo guarda ~6 archivos\n  de ~4.2 MB cada uno\n\nEntonces:\n- hay historia desde 05/05\n- pero sesiones detalladas sólo quedan\n  desde 24/05 aprox\n\nEjemplos:\n- `iPhone sebas`:\n  first seen `2026-05-05`\n- `Macbook sebas`:\n  first seen `2026-05-05`\n- `iphone rodri`:\n  first seen `2026-05-06`\n- `iphone nacho nc`:\n  first seen `2026-05-06`\n\nMóviles detectados, ever-seen:\n- 6 móviles\n\nLista:\n1. `iPhone sebas`\n2. `iphone rodri`\n3. `iphone nacho nc`\n4. iPhone privado\n   `ae:54:7d:48:70:dc`\n5. iPhone privado\n   `16:a3:ee:79:d7:8f`\n6. móvil privado\n   `92:1e:fe:36:21:42`\n\nPerfil de conexión:\n\n- `iPhone sebas`\n  - perfil: residente / largo\n  - first seen: 05/05\n  - en crudo retenido:\n    06/06 dos sesiones\n    ~10.1h + ~4.6h\n  - evidencia fuerte:\n    puertos Apple `62078/49152`\n\n- `ae:54:7d:48:70:dc`\n  - perfil: visita larga\n  - 24/05 y 25/05\n  - ~17.3h total\n  - parece iPhone con MAC privada\n\n- `16:a3:ee:79:d7:8f`\n  - perfil: visitas cortas repetidas\n  - 28/05, 01/06, 05/06\n  - ~1.9h total\n  - parece iPhone con MAC privada\n\n- `92:1e:fe:36:21:42`\n  - perfil: paso muy breve\n  - 05/06\n  - ~16 min\n  - móvil privado no identificado\n\n- `iphone rodri`\n  - perfil: histórico puntual\n  - sólo inventario\n  - first seen + last seen: 06/05\n  - sin detalle de sesiones retenido\n\n- `iphone nacho nc`\n  - perfil: histórico puntual\n  - sólo inventario\n  - first seen + last seen: 06/05\n  - sin detalle de sesiones retenido\n\nLectura útil:\n- móviles únicos ever-seen: 6\n- con actividad detallada retenida: 4\n- con patrón “estadía larga” claro:\n  2 (`iPhone sebas`,\n  `ae:54:...`)\n- con patrón “visita corta”:\n  2 (`16:a3:...`,\n  `92:1e:...`)\n\nSi querés, sigo con uno:\n1. separar “posibles personas”\n2. armar línea de tiempo día por día\n3. decirte cómo subir retención a 4+\n   semanas reales","textSignature":"{\"v\":1,\"id\":\"msg_0a9e4511c6d55ec0016a24841d50c48191b8032f5e6a6500b3\",\"phase\":\"final_answer\"}"}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":4058,"output":723,"cacheRead":19968,"cacheWrite":0,"totalTokens":24749,"cost":{"input":0.010145000000000001,"output":0.010845,"cacheRead":0.004992,"cacheWrite":0,"total":0.025982}},"stopReason":"stop","timestamp":1780778012403,"responseId":"resp_0a9e4511c6d55ec0016a24841c76d48191895e9d37dc65e55e"}}
{"type":"message","id":"49e7744d","parentId":"4c41da5b","timestamp":"2026-06-06T20:38:36.011Z","message":{"role":"user","content":[{"type":"text","text":"[telegram] nombra \nae:54:7d:48:70:dc \"pili cassani ?\"\n16:a3:ee:79:d7:8f \"juan cassani\"\n92:1e:fe:36:21:42 \"benja cassani o dahi, android?\"\n\nlos datos rotados no se pueden recuperar? y por que rotamos? si es por espacio no se puede comprimir la informacion?"}],"timestamp":1780778316010}}
{"type":"message","id":"32821ddb","parentId":"49e7744d","timestamp":"2026-06-06T20:38:41.061Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"","thinkingSignature":"{\"id\":\"rs_0a9e4511c6d55ec0016a24854e47bc8191aa29f5f29afa7688\",\"type\":\"reasoning\",\"content\":[],\"encrypted_content\":\"gAAAAABqJIVQ75nw3aFczCmG7aszCz3a4IZG60KiyM6OpfyjEvJR3fomWduSqhVrJhvPA-SLFrtGXELCBY4g_bGbyQLjHySUrLRvF_YezjoZO4rUjJf3K0oOHWjkqt2p59rFnMwLPODEWjYnIayMKWXNFBexFw69DdX-Dr7r8MsS-wv6H0wm4XtoWi2Iyqg3-uxqkWZBYKnIDAaMHFkzKKjGt120BOzN0fDYLf6emQ3eF4vdKLg_nIib1tlsYNUm3-tczF16P1AV4LxWH0BeoOL5d4qgw_0bEz4wtpIehtsMOrg9rV10Dr2OuUq3BqQmaRxSJuNtXk4Xi4CsXryh-C4uAmACKXXQbh2dxzuIhWYFL62pL2qDo6l2tbo9bTG-ShbAV7RgDmxcD6V--usz1X9lJdQw_e_pYfXqpo5Gs0EMtK4PoGN1RrViacDmjH-sAAYluE2upfSXej1eDMj7sR9-NCXMJYagse8HLWH9iVtrP4aAml0pJT0YohSN6SLZnBpi5zB_8nKkSnloTAfkoR5ipSgGeF-v7Fmb9N2JksEluTQ2mOz0nFR_hWvj1d2xCWwlfNNUQpLiV16lNvZw9yYZGJobY2ijhcl-4T21dVMXHGJCvpJJbdIVk7FcFUztd1c-OyJaOpm2AA-uF8yqAMyrUM-bNvLbS1Spu_P2zUxX7uuGI9OFk_39rmtIFFgGTZJBjTA04poD5xkcgx_o4b4b-JtxqsFGfmHXlNYrIZJ48QCTEnHtL-z0ayNi4gbrnXfSYSNv9a0Sbjdn8k7klNTA6aD_szZ19fQJd74ACqv5qFX8z04DebK4Yw9_Z3XdM7XjV4u8mMqDkDidaNYEaYX_sSDpM84xPpcaFd8EYqlmVvvaMJrYv-pKpfa7cqc3Tnv7wx2BOC0wtlltPnSjle3CVM959NL6lHGkdbivtF2X6w9fPxg4OYZo9KzU_aiBNw0bJTX7XWfJUn0WIWnodR8VQIuIWx8h-KvDRy0gZfvteXBhxvIyKGXP6co1x_ntzgjuEjnVSHtK-GTWDjh92WtECRoQzT9ManQRXei2AZE5CH8UPKLloyZt8npm3yPQQzsJ0p6oTZ75DfPli4_3AP1ZcjIMTvrfsqBfnDU28EqlRLVPmCBc8FLf3AYEXL6LTek01xHPQoprsXlTeah0CTjSPqiWu4lx_dkPUdM-aaI9s5e7id8DXM_-kAjke3Qpd9LTiS555Mb0EYkhcy5yWPOV1S34DsRlEBnioKGZ3E0rHAOFSlElQdsK5rWxbQOmLRWOiN92nzv4koqTYgmDj_RNKRtvgtTn8nazwbpeJQVfbsvZOvSfd_kav5M4iVeeXsEj07Ds8_lrPMV1QgN0zCZ6S_SHNhX6CSb37SSh5yCHo1yNB0UWU2w=\",\"summary\":[]}"},{"type":"toolCall","id":"call_6kSFgTidloOwpgvPpCuuqS97|fc_0a9e4511c6d55ec0016a2485506a1081918b521169d397b192","name":"todo","arguments":{"action":"create","subject":"Renombrar aliases y explicar retención wifi tracker","description":"Actualizar aliases de móviles indicados por el usuario y revisar por qué rota el log, si se puede recuperar y comprimir.","activeForm":"actualizando aliases y revisando retención","status":"in_progress"}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":9547,"output":148,"cacheRead":14848,"cacheWrite":0,"totalTokens":24543,"cost":{"input":0.023867500000000003,"output":0.00222,"cacheRead":0.003712,"cacheWrite":0,"total":0.029799500000000003}},"stopReason":"toolUse","timestamp":1780778316012,"responseId":"resp_0a9e4511c6d55ec0016a24854c17b08191b5eb80d1d6c44f54"}}
{"type":"message","id":"af81801e","parentId":"32821ddb","timestamp":"2026-06-06T20:38:41.062Z","message":{"role":"toolResult","toolCallId":"call_6kSFgTidloOwpgvPpCuuqS97|fc_0a9e4511c6d55ec0016a2485506a1081918b521169d397b192","toolName":"todo","content":[{"type":"text","text":"Created #3: Renombrar aliases y explicar retención wifi tracker (pending)"}],"details":{"action":"create","params":{"action":"create","subject":"Renombrar aliases y explicar retención wifi tracker","description":"Actualizar aliases de móviles indicados por el usuario y revisar por qué rota el log, si se puede recuperar y comprimir.","activeForm":"actualizando aliases y revisando retención","status":"in_progress"},"tasks":[{"id":1,"subject":"Revisar actividad últimas 4 semanas desde wifi tracker","status":"completed","description":"Encontrar datos del wifi tracker, calcular actividad de las últimas 4 semanas y responder al usuario.","activeForm":"revisando wifi tracker"},{"id":2,"subject":"Revisar metadata y móviles en wifi tracker","status":"completed","description":"Ver si hay más historia por metadata/rotación y contar móviles con perfil de conexión.","activeForm":"revisando metadata y móviles"},{"id":3,"subject":"Renombrar aliases y explicar retención wifi tracker","status":"pending","description":"Actualizar aliases de móviles indicados por el usuario y revisar por qué rota el log, si se puede recuperar y comprimir.","activeForm":"actualizando aliases y revisando retención"}],"nextId":4},"isError":false,"timestamp":1780778321062}}
{"type":"message","id":"9ca37770","parentId":"af81801e","timestamp":"2026-06-06T20:38:43.343Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"call_vh8yf655acicZX7tjnjpKv2j|fc_0a9e4511c6d55ec0016a2485534a1881919ab547d58746a7b8","name":"read","arguments":{"path":"/home/sebas/pi-config/bin/wifi-presence-log","offset":1,"limit":260}},{"type":"toolCall","id":"call_XynduDghiuDzvJGTjp30ES18|fc_0a9e4511c6d55ec0016a2485534a288191b90d27f035fef18e","name":"read","arguments":{"path":"/home/sebas/runtime/agent-logs/wifi-presence/aliases.json"}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":506,"output":80,"cacheRead":24064,"cacheWrite":0,"totalTokens":24650,"cost":{"input":0.001265,"output":0.0012000000000000001,"cacheRead":0.006016,"cacheWrite":0,"total":0.008480999999999999}},"stopReason":"toolUse","timestamp":1780778321063,"responseId":"resp_0a9e4511c6d55ec0016a24855129f4819181a9344c416f9551"}}
{"type":"message","id":"0914bc7a","parentId":"9ca37770","timestamp":"2026-06-06T20:38:43.346Z","message":{"role":"toolResult","toolCallId":"call_vh8yf655acicZX7tjnjpKv2j|fc_0a9e4511c6d55ec0016a2485534a1881919ab547d58746a7b8","toolName":"read","content":[{"type":"text","text":"#!/usr/bin/env python3\nimport concurrent.futures as cf\nimport ipaddress\nimport json\nimport os\nimport re\nimport socket\nimport ssl\nimport subprocess\nimport sys\nimport time\nimport urllib.request\nfrom collections import defaultdict\nfrom datetime import datetime, timedelta, timezone\nfrom pathlib import Path\nfrom typing import Dict, List\n\nLOG_DIR = Path(os.environ.get(\"WIFI_PRESENCE_LOG_DIR\", \"/home/sebas/runtime/agent-logs/wifi-presence\"))\nSTATE_PATH = Path(os.environ.get(\"WIFI_PRESENCE_STATE\", str(LOG_DIR / \"state.json\")))\nLOG_PATH = Path(os.environ.get(\"WIFI_PRESENCE_LOG\", str(LOG_DIR / \"activity.jsonl\")))\nALIASES_PATH = Path(os.environ.get(\"WIFI_PRESENCE_ALIASES\", str(LOG_DIR / \"aliases.json\")))\nFINGERPRINTS_PATH = Path(os.environ.get(\"WIFI_PRESENCE_FINGERPRINTS\", str(LOG_DIR / \"fingerprints.json\")))\nALERT_PREFS_PATH = Path(os.environ.get(\"WIFI_PRESENCE_ALERT_PREFS\", str(LOG_DIR / \"alert-prefs.json\")))\nINVENTORY_PATH = Path(os.environ.get(\"WIFI_PRESENCE_INVENTORY\", str(LOG_DIR / \"inventory.json\")))\nSUMMARY_PATH = Path(os.environ.get(\"WIFI_PRESENCE_SUMMARY\", \"/var/www/wifi-tracker/summary.json\"))\nPING_WORKERS = int(os.environ.get(\"WIFI_PRESENCE_PING_WORKERS\", \"32\"))\nHOSTNAME_TIMEOUT = float(os.environ.get(\"WIFI_PRESENCE_HOSTNAME_TIMEOUT\", \"0.35\"))\nSUMMARY_TAIL_LINES = int(os.environ.get(\"WIFI_PRESENCE_SUMMARY_TAIL_LINES\", \"20000\"))\nROTATE_MAX_BYTES = int(os.environ.get(\"WIFI_PRESENCE_ROTATE_MAX_BYTES\", str(4 * 1024 * 1024)))\nROTATE_KEEP = int(os.environ.get(\"WIFI_PRESENCE_ROTATE_KEEP\", \"5\"))\nOFFLINE_GAP_MINUTES = int(os.environ.get(\"WIFI_PRESENCE_OFFLINE_GAP_MINUTES\", \"5\"))\n\n\ndef sh(cmd: str) -> str:\n    return subprocess.check_output(cmd, shell=True, text=True, stderr=subprocess.DEVNULL).strip()\n\n\ndef now() -> str:\n    return time.strftime(\"%Y-%m-%dT%H:%M:%SZ\", time.gmtime())\n\n\ndef parse_ts(ts: str) -> datetime:\n    return datetime.strptime(ts, \"%Y-%m-%dT%H:%M:%SZ\").replace(tzinfo=timezone.utc)\n\n\ndef ensure_paths() -> None:\n    LOG_DIR.mkdir(parents=True, exist_ok=True)\n    SUMMARY_PATH.parent.mkdir(parents=True, exist_ok=True)\n    if not STATE_PATH.exists():\n        STATE_PATH.write_text('{\"devices\": {}}\\n')\n    if not ALIASES_PATH.exists():\n        ALIASES_PATH.write_text('{}\\n')\n    if not FINGERPRINTS_PATH.exists():\n        FINGERPRINTS_PATH.write_text('{}\\n')\n    if not ALERT_PREFS_PATH.exists():\n        ALERT_PREFS_PATH.write_text('{\"new_device_alerts\": true, \"devices\": {}}\\n')\n    if not INVENTORY_PATH.exists():\n        INVENTORY_PATH.write_text('{\"devices\": {}}\\n')\n\n\ndef rotate_logs() -> None:\n    if not LOG_PATH.exists() or LOG_PATH.stat().st_size < ROTATE_MAX_BYTES:\n        return\n    ts = time.strftime(\"%Y%m%d-%H%M%S\", time.gmtime())\n    rotated = LOG_DIR / f\"activity-{ts}.jsonl\"\n    LOG_PATH.replace(rotated)\n    old = sorted(LOG_DIR.glob(\"activity-*.jsonl\"))\n    for path in old[:-ROTATE_KEEP]:\n        try:\n            path.unlink()\n        except FileNotFoundError:\n            pass\n\n\ndef load_json(path: Path, default):\n    try:\n        return json.loads(path.read_text())\n    except Exception:\n        return default\n\n\ndef load_state() -> Dict:\n    return load_json(STATE_PATH, {\"devices\": {}})\n\n\ndef load_aliases() -> Dict:\n    data = load_json(ALIASES_PATH, {})\n    return {k.lower(): v for k, v in data.items() if isinstance(v, str)}\n\n\ndef load_fingerprints() -> Dict:\n    return load_json(FINGERPRINTS_PATH, {})\n\n\ndef load_alert_prefs() -> Dict:\n    return load_json(ALERT_PREFS_PATH, {\"new_device_alerts\": True, \"devices\": {}})\n\n\ndef load_inventory() -> Dict:\n    return load_json(INVENTORY_PATH, {\"devices\": {}})\n\n\ndef save_inventory(data: Dict):\n    write_json_atomic(INVENTORY_PATH, data)\n\n\ndef save_state(state: Dict) -> None:\n    tmp = STATE_PATH.with_suffix(\".tmp\")\n    tmp.write_text(json.dumps(state, indent=2, sort_keys=True) + \"\\n\")\n    tmp.replace(STATE_PATH)\n\n\ndef write_json_atomic(path: Path, data) -> None:\n    tmp = path.with_suffix(\".tmp\")\n    tmp.write_text(json.dumps(data, indent=2, sort_keys=True) + \"\\n\")\n    tmp.replace(path)\n\n\ndef log_event(event: Dict) -> None:\n    rotate_logs()\n    event.setdefault(\"ts\", now())\n    with LOG_PATH.open(\"a\") as f:\n        f.write(json.dumps(event, sort_keys=True) + \"\\n\")\n\n\ndef default_gateway() -> str:\n    return sh(\"ip route | awk '/default/ {print $3; exit}'\")\n\n\ndef default_iface() -> str:\n    return sh(\"ip route | awk '/default/ {print $5; exit}'\")\n\n\ndef iface_cidr(iface: str) -> str:\n    return sh(f\"ip -o -f inet addr show dev {iface} | awk '{{print $4; exit}}'\")\n\n\ndef network_cidr(cidr: str) -> str:\n    return str(ipaddress.ip_interface(cidr).network)\n\n\ndef local_ip(iface: str) -> str:\n    out = sh(f\"ip -o -4 addr show dev {iface}\")\n    return out.split()[3].split(\"/\")[0]\n\n\ndef ping_host(ip: str) -> None:\n    subprocess.run([\"ping\", \"-c\", \"1\", \"-W\", \"1\", ip], stdout=subprocess.DEVNULL, stderr=subprocess.DEVNULL)\n\n\ndef sweep_network(cidr: str, self_ip: str) -> None:\n    net = ipaddress.ip_network(cidr, strict=False)\n    hosts: List[str] = [str(h) for h in net.hosts() if str(h) != self_ip]\n    with cf.ThreadPoolExecutor(max_workers=PING_WORKERS) as ex:\n        list(ex.map(ping_host, hosts))\n\n\ndef arp_entries(iface: str) -> List[Dict]:\n    out = sh(f\"ip neigh show dev {iface} || true\")\n    rows = []\n    for line in out.splitlines():\n        parts = line.split()\n        if len(parts) < 4:\n            continue\n        row = {\"ip\": parts[0], \"mac\": None, \"state\": parts[-1], \"iface\": iface}\n        if \"lladdr\" in parts:\n            i = parts.index(\"lladdr\")\n            if i + 1 < len(parts):\n                row[\"mac\"] = parts[i + 1].lower()\n        rows.append(row)\n    return rows\n\n\ndef reverse_name(ip: str):\n    try:\n        socket.setdefaulttimeout(HOSTNAME_TIMEOUT)\n        name, _, _ = socket.gethostbyaddr(ip)\n        return name\n    except Exception:\n        return None\n\n\ndef probe_router(gateway: str) -> Dict:\n    out = {\"gateway\": gateway}\n    try:\n        with urllib.request.urlopen(f\"http://{gateway}/\", timeout=4) as r:\n            html = r.read(65536).decode(\"utf-8\", \"ignore\")\n        if \"Huawei\" in html:\n            out[\"vendor\"] = \"Huawei\"\n        m = re.search(r\"ProductName\\s*=\\s*'([^']+)'\", html)\n        if m:\n            out[\"model\"] = m.group(1).replace(\"\\\\x2d\", \"-\")\n    except Exception as e:\n        out[\"probe_error\"] = str(e)\n    return out\n\n\ndef tcp_open(ip: str, port: int, timeout: float = 0.5) -> bool:\n    s = socket.socket()\n    s.settimeout(timeout)\n    try:\n        s.connect((ip, port))\n        return True\n    except Exception:\n        return False\n    finally:\n        s.close()\n\n\ndef http_sniff(ip: str, port: int = 80, https: bool = False):\n    try:\n        ctx = ssl._create_unverified_context() if https else None\n        with urllib.request.urlopen((\"https\" if https else \"http\") + f\"://{ip}:{port}/\", timeout=1.5, context=ctx) as r:\n            data = r.read(1024).decode(\"utf-8\", \"ignore\")\n            return data\n    except Exception:\n        return None\n\n\ndef private_mac(mac: str) -> bool:\n    try:\n        return bool(int(mac.split(\":\")[0], 16) & 0b10)\n    except Exception:\n        return False\n\n\ndef discover_mdns() -> Dict:\n    try:\n        out = sh(\"timeout 8s avahi-browse -arpk 2>/dev/null || true\")\n    except Exception:\n        return {}\n    by_ip = defaultdict(list)\n    for line in out.splitlines():\n        if not line.startswith(\"=\"):\n            continue\n        parts = line.split(\";\")\n        if len(parts) < 9:\n            continue\n        service_name = parts[3].replace(\"\\\\032\", \" \")\n        service_type = parts[4]\n        host = parts[6]\n        addr = parts[7]\n        port = parts[8]\n        txt = parts[9:]\n        if re.fullmatch(r\"\\d+\\.\\d+\\.\\d+\\.\\d+\", addr):\n            by_ip[addr].append({\n                \"service_name\": service_name,\n                \"service_type\": service_type,\n                \"host\": host,\n                \"port\": port,\n                \"txt\": txt,\n            })\n    return dict(by_ip)\n\n\ndef fingerprint_device(dev: Dict, gw: str, discoveries: Dict) -> Dict:\n    ip = dev.get(\"ip\")\n    mac = (dev.get(\"mac\") or \"\").lower()\n    prefix = dev.get(\"oui_prefix\") or \"\"\n    ev = {\n\n[466 more lines in file. Use offset=261 to continue.]"}],"isError":false,"timestamp":1780778323346}}
{"type":"message","id":"7c50310f","parentId":"0914bc7a","timestamp":"2026-06-06T20:38:43.346Z","message":{"role":"toolResult","toolCallId":"call_XynduDghiuDzvJGTjp30ES18|fc_0a9e4511c6d55ec0016a2485534a288191b90d27f035fef18e","toolName":"read","content":[{"type":"text","text":"{\n  \"12:6e:0c:42:eb:c9\": \"Macbook sebas\",\n  \"16:a3:ee:79:d7:8f\": \"Apple iPhone con MAC privada y puertos lockdownd [from AI]\",\n  \"1c:3c:d4:06:a0:9b\": \"Router Casa\",\n  \"2c:cf:67:94:23:8d\": \"ballbox-first\",\n  \"38:2c:e5:4c:99:b7\": \"Enchufe smart - Luces balcon\",\n  \"48:5c:2c:4c:36:c6\": \"Android TV - TV de Sala 68\",\n  \"52:b2:e7:72:71:b5\": \"iphone nacho nc\",\n  \"74:e6:b8:38:96:44\": \"LG Smart TV - Living\",\n  \"92:1e:fe:36:21:42\": \"Dispositivo con MAC privada / probable m\\u00f3vil [from AI]\",\n  \"98:77:d5:11:b2:e0\": \"Luz WiZ 4\",\n  \"98:77:d5:11:c1:ca\": \"Luz WiZ 3\",\n  \"ae:54:7d:48:70:dc\": \"Apple iPhone con MAC privada y puertos lockdownd [from AI]\",\n  \"b0:2a:43:83:47:fc\": \"Google Home Mini - Sala de estar\",\n  \"c4:82:e1:b4:d7:ca\": \"Smart infrared remote\",\n  \"cc:40:85:0a:cb:56\": \"Luz WiZ\",\n  \"cc:40:85:0b:e1:5e\": \"Luz WiZ 2\",\n  \"e6:5a:df:8b:89:96\": \"iphone rodri\",\n  \"fe:8c:bc:ae:b6:e4\": \"iPhone sebas\"\n}\n"}],"isError":false,"timestamp":1780778323346}}
{"type":"message","id":"1425a6ef","parentId":"7c50310f","timestamp":"2026-06-06T20:38:49.424Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"**Considering file edits**\n\nI need to edit the aliases.json file, and I'm thinking that maybe the summary updates could happen automatically in the next cycle. I wonder if running a service would be needed? It might not be necessary, though. I guess I'll go ahead and make the necessary edits first.","thinkingSignature":"{\"id\":\"rs_0a9e4511c6d55ec0016a2485547a2881918ccb77c58900f2e1\",\"type\":\"reasoning\",\"content\":[],\"encrypted_content\":\"gAAAAABqJIVWJ_UeOPqOsCNj0-Fch0La5ENtsCrqzrM7wykrDtb9olEtWk_WVN_fP2vOrVRylWJD8DXiBG-7kLsPsAajC2r6uOoLez6yPqkPVniboj7W4gb-uRvVAfK-8o9AEbXPgpaA4O0h7KWFH1VjoFByOGZ6YlL6nMaXxAfUEPSOqo3iGeVJ3BrAVAj2uFREiZ2xQ2HIaROR5_NOafmQNe8jeUIjmHu4lwCgIwY5rncYtRxUJ9_qlntqK_RpmXstef8X6IKAh46APG_WzYoXPX8SlVgJvSDnb9UlbKEHaw9wDu3DOtLjIzaIR9-DczmWep-8AAcKh2tyTyKBnutoOE_9mPeso27EHEYiTePkkoS-1TQ7vRhRN-6PIlJKKtaK-uiJcCiFElFlRiPNJWdJsE6E3I0jhe7cb8iY_y8uDpe4ZVet_zG6c0-KzGSMJhQ9iDKs-I2RvsOHCjcn2-coALRaofWeKpGLtaxPeRcWgrA-nu1p_CNp9C52jgn7p9rW4TleLENA5pnuTVOlL_C4m8d6SjL1bTgVtjQEAYX4NYlYEs2iy8fik3HUuMMcLbmpaNv74e0p3j7S98VJ2MknzJofyqbVqU_VmWl-XXxVqzOYB8oyOaakcrQesA54WwUkfJvE-HnawRgIjI2ORp0HdLyLH1jlLfvvPT9HcO0h4EbqsUQAyGywjjowD6kFRk8RKzZw_CJVVC0lA8lYWnagtvuUsIxp7Ldoz7B540pJiQos-s-z_aS0iPlF28iwgALLpXmIG7wP0aMzY6eXB97yflNzVMVfw_xJn1-DiNaKb2QvbYQlY-hminSy0EVMqVvJ-E5R4h0wl7_Ob3ODbMtLB7tjVDOUDRWFBPeIdK4JkSrIAx3Ns7sd8SG28_Y5-52bJgfZgjs6-lUmb60JDEVSX-EZDSZssXfmJ4S9NYQ3uQo2fpt9pXEV-yj2KZfZdTo_F18NAoAze2Kjv8dLFl2Q1gl6burixOUpLQmp-ZcOt9XcjAZS3akncQlgld7DUA2EGl-zs1tDrJOMe1EhRqzYdoNqVsysjoQvRpoagjPAa84ScNqkNwSCyYbMw594ZrnHKpnGXac0TTrMjTAVQrF99IkXSdqvrw==\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Considering file edits**\\n\\nI need to edit the aliases.json file, and I'm thinking that maybe the summary updates could happen automatically in the next cycle. I wonder if running a service would be needed? It might not be necessary, though. I guess I'll go ahead and make the necessary edits first.\"}]}"},{"type":"toolCall","id":"call_LygK9jR2UPXzn4CbrDTUF0Yp|fc_0a9e4511c6d55ec0016a2485567fdc8191a31e06456186bf41","name":"edit","arguments":{"path":"/home/sebas/runtime/agent-logs/wifi-presence/aliases.json","edits":[{"oldText":"  \"16:a3:ee:79:d7:8f\": \"Apple iPhone con MAC privada y puertos lockdownd [from AI]\",\n","newText":"  \"16:a3:ee:79:d7:8f\": \"juan cassani\",\n"},{"oldText":"  \"92:1e:fe:36:21:42\": \"Dispositivo con MAC privada / probable m\\u00f3vil [from AI]\",\n","newText":"  \"92:1e:fe:36:21:42\": \"benja cassani o dahi, android?\",\n"},{"oldText":"  \"ae:54:7d:48:70:dc\": \"Apple iPhone con MAC privada y puertos lockdownd [from AI]\",\n","newText":"  \"ae:54:7d:48:70:dc\": \"pili cassani ?\",\n"}]}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":3247,"output":267,"cacheRead":24064,"cacheWrite":0,"totalTokens":27578,"cost":{"input":0.008117500000000001,"output":0.004005,"cacheRead":0.006016,"cacheWrite":0,"total":0.018138500000000002}},"stopReason":"toolUse","timestamp":1780778323347,"responseId":"resp_0a9e4511c6d55ec0016a2485536b408191aafaa6922e1e2c6f"}}
{"type":"message","id":"02787e04","parentId":"1425a6ef","timestamp":"2026-06-06T20:38:49.442Z","message":{"role":"toolResult","toolCallId":"call_LygK9jR2UPXzn4CbrDTUF0Yp|fc_0a9e4511c6d55ec0016a2485567fdc8191a31e06456186bf41","toolName":"edit","content":[{"type":"text","text":"Successfully replaced 3 block(s) in /home/sebas/runtime/agent-logs/wifi-presence/aliases.json."}],"details":{"diff":"  1 {\n  2   \"12:6e:0c:42:eb:c9\": \"Macbook sebas\",\n- 3   \"16:a3:ee:79:d7:8f\": \"Apple iPhone con MAC privada y puertos lockdownd [from AI]\",\n+ 3   \"16:a3:ee:79:d7:8f\": \"juan cassani\",\n  4   \"1c:3c:d4:06:a0:9b\": \"Router Casa\",\n  5   \"2c:cf:67:94:23:8d\": \"ballbox-first\",\n  6   \"38:2c:e5:4c:99:b7\": \"Enchufe smart - Luces balcon\",\n  7   \"48:5c:2c:4c:36:c6\": \"Android TV - TV de Sala 68\",\n  8   \"52:b2:e7:72:71:b5\": \"iphone nacho nc\",\n  9   \"74:e6:b8:38:96:44\": \"LG Smart TV - Living\",\n-10   \"92:1e:fe:36:21:42\": \"Dispositivo con MAC privada / probable m\\u00f3vil [from AI]\",\n+10   \"92:1e:fe:36:21:42\": \"benja cassani o dahi, android?\",\n 11   \"98:77:d5:11:b2:e0\": \"Luz WiZ 4\",\n 12   \"98:77:d5:11:c1:ca\": \"Luz WiZ 3\",\n-13   \"ae:54:7d:48:70:dc\": \"Apple iPhone con MAC privada y puertos lockdownd [from AI]\",\n+13   \"ae:54:7d:48:70:dc\": \"pili cassani ?\",\n 14   \"b0:2a:43:83:47:fc\": \"Google Home Mini - Sala de estar\",\n 15   \"c4:82:e1:b4:d7:ca\": \"Smart infrared remote\",\n 16   \"cc:40:85:0a:cb:56\": \"Luz WiZ\",\n 17   \"cc:40:85:0b:e1:5e\": \"Luz WiZ 2\",\n    ...","patch":"--- /home/sebas/runtime/agent-logs/wifi-presence/aliases.json\n+++ /home/sebas/runtime/agent-logs/wifi-presence/aliases.json\n@@ -1,17 +1,17 @@\n {\n   \"12:6e:0c:42:eb:c9\": \"Macbook sebas\",\n-  \"16:a3:ee:79:d7:8f\": \"Apple iPhone con MAC privada y puertos lockdownd [from AI]\",\n+  \"16:a3:ee:79:d7:8f\": \"juan cassani\",\n   \"1c:3c:d4:06:a0:9b\": \"Router Casa\",\n   \"2c:cf:67:94:23:8d\": \"ballbox-first\",\n   \"38:2c:e5:4c:99:b7\": \"Enchufe smart - Luces balcon\",\n   \"48:5c:2c:4c:36:c6\": \"Android TV - TV de Sala 68\",\n   \"52:b2:e7:72:71:b5\": \"iphone nacho nc\",\n   \"74:e6:b8:38:96:44\": \"LG Smart TV - Living\",\n-  \"92:1e:fe:36:21:42\": \"Dispositivo con MAC privada / probable m\\u00f3vil [from AI]\",\n+  \"92:1e:fe:36:21:42\": \"benja cassani o dahi, android?\",\n   \"98:77:d5:11:b2:e0\": \"Luz WiZ 4\",\n   \"98:77:d5:11:c1:ca\": \"Luz WiZ 3\",\n-  \"ae:54:7d:48:70:dc\": \"Apple iPhone con MAC privada y puertos lockdownd [from AI]\",\n+  \"ae:54:7d:48:70:dc\": \"pili cassani ?\",\n   \"b0:2a:43:83:47:fc\": \"Google Home Mini - Sala de estar\",\n   \"c4:82:e1:b4:d7:ca\": \"Smart infrared remote\",\n   \"cc:40:85:0a:cb:56\": \"Luz WiZ\",\n   \"cc:40:85:0b:e1:5e\": \"Luz WiZ 2\",\n","firstChangedLine":3},"isError":false,"timestamp":1780778329442}}
{"type":"message","id":"63d4d5d5","parentId":"02787e04","timestamp":"2026-06-06T20:38:54.378Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"**Addressing log recovery issues**\n\nI’m considering how to mention that recovery from rotated logs is impossible without backups. I should inspect the summary to see if there are older buckets available, maybe only for the last 14 days due to the tail. It might be helpful to check if inventory logs contain the first seen metadata. I also wonder why logs rotate at a specific size cap and if compressing them could work as a solution. Lastly, it’s important to note that deleted old files are unrecoverable unless there's a backup.","thinkingSignature":"{\"id\":\"rs_0a9e4511c6d55ec0016a24855a53c081919ac4830e6741f14e\",\"type\":\"reasoning\",\"content\":[],\"encrypted_content\":\"gAAAAABqJIVeuK0jkR-vlN6W1pzhOx9a-aR_KYG8HlqHFhRc06hhx0FaeVoNCvUX9VYbFW18WCUUlHsRiuneB-PmAwQKrYFhjQgvBBzgYpvwAKU_1r3-Gx8oDbojLvOkwddPvIlcwI0xsGHh_1EwRKY9Amyjb87Q2PpoBHe5MtDla-_sPS_dPsYmTlyK0CPOdX61VxDojYRdeBkVzodEoPZxv4-zhGVDbOUROOBcOZsBaGKnuE16JjADREEHKwjEk0b0YvDtl2GYq0JwvnbTvGhyAO_RAzxM6L8U0On7NOy7cUGgfKmZS8lHq9WBA9zSEUWQUhPjCHNePbdfELI2fc8tluNQSm22y5IBG53h4Be8J3PgxlV_XBhzjFe5hgr52jC-XpoxNPr9MDgVAlttgZcuVJ19MbP_PPeUo0KeqhnBZUWtVjw5vZx3Q94Ax6KqOMynvi-_O1QSZ3Q9Dn3EnpOd16uy1Dqhgs2GPGYPK-Enn89O6ejk5tHZOZuFcoESJU163100zUEW86rSIKT6iyyep5xEZj_5tWsEkSABtcSTsW4Vp_9wRRHXlE-Sz27vBfPqZb3qTZIuLVCNDBUI_oT2AN1vufFlAfQ8N45B_9s2iA1EKIa3TRN1TabOUG27mtAgSEQIsQnA3naOfaGXV5GOUMu6CX0lSq85arWypTCTM-Lup3o4bj5AbtIWHQvo9yB9qbASs7EsO5rxRwe-2LNK0RbhHmpy3PIqDifC4NcX9TIjO2B7QWQXiQn87zPynXn5PkqyaJbKVC9wPbH-rkgX2gF66CbnWdqIZXVGVJu6a6_MXAIJCwXgU9lSnhUxGn8rkNK51SwyzgEEVBcEZiRsgWz4OMvNg4YzyyzWODn3WAnGxLkMDYfVi6iam844CXHntrKmJ8kjluCMb_16dlPcPePUxbjK2YK_kCMDU1A5WbA8p1Lj8G-6XzMcs3Gcdi2kRGKFlwh3UJoCCmn7-RAfnxmt8nLijGBWfSrdYhh1txJFch8NBrbdlfZ6CqE0TkU8YW70gY7kYRuvXjPISdqa2hmqphvaQCBQlQBw82V5tgsIZ8PjN4noYlEc7HXhUPXPGZ0OnK21GvOU04_SyjTk3cbXld2i2CL8bL48aiEiVAXtGjJU4CualpIwWNXXqmyCfoJptnr6miJeP15NO0vgCtl9sg9SeeKgDm387fVCJKCRjVNgRBQS9buJV_BI8fIAgUnNuy_IjUAgg-ogKiZ2o9400Cvfep5-cQnmJl4VuugMGjmC1_PuvFpe5Auq1DY6kU2H5Snbajxc8zBHtZkR7ibR2_p3RWVTe0KXZjUHFFpgg22Vc70jA8Uz8QvZ69sCx7uENpFi9oJiR2zprj3Wj641ME9wHvBTvWwTlttHKt-ZHGTpdziANJ0pUwwCdvziVGYJbOGwlYD2k9qVt3C8R93x3HFg0RyU2-tB9AYLkQ7ZF1Syx_kUrL8KZ9g_Rzl3IVWUjCGLIlqarKUEBKTWQfs6-RgQo2qe3NE8V7GN6N6Tv9Ul3EuzYhshWHsos13iSvkzjKm1X4WXitbBqEABPid3c1-nO0NLDYdGrILXMYHTTtXS1SR_RPakcUU9Pmu1sQhcV8fjbANp0uxHQDGVE54zTvV5hTRB6RFqJPTyZ9zEEqNm2M3EhkagFf5YkFBW80wRPdN7pqoUkjpP8oRkVbQG83vFJnGCWoSxU4n3E3GltT5N9Uk=\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Addressing log recovery issues**\\n\\nI’m considering how to mention that recovery from rotated logs is impossible without backups. I should inspect the summary to see if there are older buckets available, maybe only for the last 14 days due to the tail. It might be helpful to check if inventory logs contain the first seen metadata. I also wonder why logs rotate at a specific size cap and if compressing them could work as a solution. Lastly, it’s important to note that deleted old files are unrecoverable unless there's a backup.\"}]}"},{"type":"toolCall","id":"call_VOzu38XSN3Yj10Nk6p6M30Je|fc_0a9e4511c6d55ec0016a24855e2f2c819187636c3895ab4cfb","name":"todo","arguments":{"action":"update","id":3,"status":"completed"}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":477,"output":144,"cacheRead":27136,"cacheWrite":0,"totalTokens":27757,"cost":{"input":0.0011925000000000002,"output":0.00216,"cacheRead":0.006784,"cacheWrite":0,"total":0.0101365}},"stopReason":"toolUse","timestamp":1780778329443,"responseId":"resp_0a9e4511c6d55ec0016a24855986b4819190b6e7982d6f1012"}}
{"type":"message","id":"0076e3df","parentId":"63d4d5d5","timestamp":"2026-06-06T20:38:54.379Z","message":{"role":"toolResult","toolCallId":"call_VOzu38XSN3Yj10Nk6p6M30Je|fc_0a9e4511c6d55ec0016a24855e2f2c819187636c3895ab4cfb","toolName":"todo","content":[{"type":"text","text":"Updated #3 (pending → completed)"}],"details":{"action":"update","params":{"action":"update","id":3,"status":"completed"},"tasks":[{"id":1,"subject":"Revisar actividad últimas 4 semanas desde wifi tracker","status":"completed","description":"Encontrar datos del wifi tracker, calcular actividad de las últimas 4 semanas y responder al usuario.","activeForm":"revisando wifi tracker"},{"id":2,"subject":"Revisar metadata y móviles en wifi tracker","status":"completed","description":"Ver si hay más historia por metadata/rotación y contar móviles con perfil de conexión.","activeForm":"revisando metadata y móviles"},{"id":3,"subject":"Renombrar aliases y explicar retención wifi tracker","status":"completed","description":"Actualizar aliases de móviles indicados por el usuario y revisar por qué rota el log, si se puede recuperar y comprimir.","activeForm":"actualizando aliases y revisando retención"}],"nextId":4},"isError":false,"timestamp":1780778334379}}
{"type":"message","id":"1c281ee5","parentId":"0076e3df","timestamp":"2026-06-06T20:39:05.356Z","message":{"role":"assistant","content":[{"type":"text","text":"Sí. Ya los nombré:\n\n- `ae:54:7d:48:70:dc`\n  → `pili cassani ?`\n- `16:a3:ee:79:d7:8f`\n  → `juan cassani`\n- `92:1e:fe:36:21:42`\n  → `benja cassani o dahi, android?`\n\nSobre lo rotado:\n\n- si esos archivos viejos ya fueron borrados,\n  no desde acá, no se recuperan\n- sólo sería posible si existen:\n  backup, snapshot, copia manual,\n  o recuperación forense del FS\n  y no vale la pena en este caso\n\nPor qué rotamos:\n- el collector tiene esto:\n  - `ROTATE_MAX_BYTES = 4 MB`\n  - `ROTATE_KEEP = 5`\n- o sea:\n  `activity.jsonl` llega a 4 MB,\n  se renombra,\n  y sólo quedan 5 rotados + actual\n\nEntonces el motivo sí:\n- espacio / acotar crecimiento\n- también velocidad:\n  el summary lee una cola,\n  no historial infinito\n\nSe puede comprimir mejor:\n- sí, totalmente\n- hoy estamos guardando crudo JSONL,\n  que es cómodo pero ineficiente\n\nMejoras razonables:\n1. gzip de rotados\n   - mismo dato\n   - mucho menos espacio\n   - probablemente 5x a 10x menos\n\n2. subir `ROTATE_KEEP`\n   - con gzip podrías guardar\n     meses, no días\n\n3. guardar resumen diario aparte\n   - sesiones por dispositivo/día\n   - eso ocupa poquísimo\n   - y preserva historia útil\n   - aunque borres el crudo\n\n4. bajar verbosidad del crudo\n   - hoy se loguea mucho snapshot\n   - se podría guardar:\n     sólo cambios + heartbeat más chico\n\nMi lectura:\n- el sistema actual está bien para\n  “qué pasó hace poco”\n- está mal para histórico real\n- conviene:\n  crudo corto + comprimido\n  y agregado diario permanente\n\nSi querés, hago el cambio para que:\n- no pierda historial\n- conserve 2 a 6 meses\n- y siga liviano\n\n<!-- telegram_button label=\"Sí, arreglalo\" prompt=\"Implementá la mejora de retención del wifi tracker para conservar más historial con compresión y resumen diario.\" -->","textSignature":"{\"v\":1,\"id\":\"msg_0a9e4511c6d55ec0016a24856022d08191bcfe85dc808045e3\",\"phase\":\"final_answer\"}"}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":639,"output":508,"cacheRead":27136,"cacheWrite":0,"totalTokens":28283,"cost":{"input":0.0015975000000000002,"output":0.00762,"cacheRead":0.006784,"cacheWrite":0,"total":0.016001500000000002}},"stopReason":"stop","timestamp":1780778334380,"responseId":"resp_0a9e4511c6d55ec0016a24855e73288191971dd8103261efe6"}}
{"type":"message","id":"ba2d81ae","parentId":"1c281ee5","timestamp":"2026-06-06T21:42:36.388Z","message":{"role":"user","content":[{"type":"text","text":"[telegram] Implementá la mejora de retención del wifi tracker para conservar más historial con compresión y resumen diario."}],"timestamp":1780782156385}}
{"type":"message","id":"3f14df67","parentId":"ba2d81ae","timestamp":"2026-06-06T21:42:40.337Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"**Making a plan**\n\nI need to implement something, and it looks like using a to-do list could help. I wonder if I should read relevant skill memory, but maybe that’s not necessary. It seems like inspecting the code more thoroughly and checking the documentation or service would be beneficial.  So, I’ll focus on figuring out the best steps to take for moving forward effectively!","thinkingSignature":"{\"id\":\"rs_0a9e4511c6d55ec0016a24944e2bfc8191899c1bd5fa9324b1\",\"type\":\"reasoning\",\"content\":[],\"encrypted_content\":\"gAAAAABqJJRPRnFsfa2orRZYjCD3lGxR_B2wGqCBBNToTk_i0bP385_QvkvKNISMxZkIU4zWzwDrgOdUx-GV1ZwfK4POXTywZFguaEfdGyWfde2zTUgA1wToFnBK4f31Fp9JBJ0XJ9gEeB7e6gknDQBhr7Vb6q5_VCM2GFCBSttL8gaR9ieqvksyIqajjBDmFPsfKSTEiynEJFoNgIfemZBl-mAzRLmwfO3cFOa-R-0hPxocMkgEEfwqZxIEYGHp0bGgeuaLGAa9mhXLUrKGrUpanebPQWL0ACjSelZhE8GnJU6gBJpiwZw-dDeX11mAQo1WeMaSsbm4ApveBhWs6YPwGlYKFxa_hsMOwbWYkg9lN7so0ZsFDN2Kcyfwgw2DJGrURxjo55wF84HEcopI9NjkEK7YkF469YNjNvTWMMLk0Meat1T0jGrt7ru-rUbo1DtV1dE39D4niiZ1Ns1NkinxHgnuHUND4WM4JTm7BWW_Bx7-txrT_XI7vO_I1RCK4Z1g-hG8eJtv96CeQuyLkL3edFvKLrcaGKqJrD3euUurHgElFyErQLY4VJOpMxTUcl1uVy0X0-FKYV14fq-4pWB56yxmF_LLEb7NNcqtmV7KnjTklkvA_ZGIzvr8q66a6YAJ6hiYDGoNFXv8ccMMq-IS8HTSPh4MXQKTz5_eNxECTfjYxU0fBpvNRlOkzKmq2U6pKc5SlJPjKTp1aTEiVs5nxr_8tI6yALwpn377-6a1oZu8x_RJJ5M2s7ohtD783Gzq0hRBxinTtEFOtC1jcQApxwtdqr3wbhP4Cy2w6ESp3sLdySxRJ554sUnMgbSXc-3SJTbjqhn15hYpJeBnbB-qAtTyp_hjywO1IzZEJFlOAxUf1H_pYMyv2mPkYcrNISpHL0HAkWE9nehYDCUPjFT0HAsOaVNzLrDBY6eORMxAf-dJ3LWfvdTftdztl3RAevJUPqzbaacf4U2dR9UmLomaD-JV58t90HODTRZ6Rn5sULEYQ7_dwTr84rVXI4_AGY2xbHSRdVLjkD1rEazlHVCEUfDGeW6vQXAOfNyBJNPJ6uC1qIELCnLxfkddEp8Tk7S4pLtvTlOOUpPZzKLsfFZL5uaD-587IUnzx0s90MoTi0C22Ao5RUs=\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Making a plan**\\n\\nI need to implement something, and it looks like using a to-do list could help. I wonder if I should read relevant skill memory, but maybe that’s not necessary. It seems like inspecting the code more thoroughly and checking the documentation or service would be beneficial.  So, I’ll focus on figuring out the best steps to take for moving forward effectively!\"}]}"},{"type":"toolCall","id":"call_UBIaRmlmI705k1EmyI4fLcwc|fc_0a9e4511c6d55ec0016a24944ff67881918667a96389006298","name":"todo","arguments":{"action":"create","subject":"Mejorar retención wifi tracker","description":"Implementar compresión de logs rotados y resumen diario persistente para conservar más historial del wifi tracker con bajo uso de espacio. Actualizar código y docs, validar funcionamiento.","activeForm":"mejorando retención wifi tracker","status":"in_progress"}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":28090,"output":115,"cacheRead":0,"cacheWrite":0,"totalTokens":28205,"cost":{"input":0.07022500000000001,"output":0.001725,"cacheRead":0,"cacheWrite":0,"total":0.07195000000000001}},"stopReason":"toolUse","timestamp":1780782156390,"responseId":"resp_0a9e4511c6d55ec0016a24944d30cc81918a5fea5a51c37575"}}
{"type":"message","id":"8263629e","parentId":"3f14df67","timestamp":"2026-06-06T21:42:40.338Z","message":{"role":"toolResult","toolCallId":"call_UBIaRmlmI705k1EmyI4fLcwc|fc_0a9e4511c6d55ec0016a24944ff67881918667a96389006298","toolName":"todo","content":[{"type":"text","text":"Created #4: Mejorar retención wifi tracker (pending)"}],"details":{"action":"create","params":{"action":"create","subject":"Mejorar retención wifi tracker","description":"Implementar compresión de logs rotados y resumen diario persistente para conservar más historial del wifi tracker con bajo uso de espacio. Actualizar código y docs, validar funcionamiento.","activeForm":"mejorando retención wifi tracker","status":"in_progress"},"tasks":[{"id":1,"subject":"Revisar actividad últimas 4 semanas desde wifi tracker","status":"completed","description":"Encontrar datos del wifi tracker, calcular actividad de las últimas 4 semanas y responder al usuario.","activeForm":"revisando wifi tracker"},{"id":2,"subject":"Revisar metadata y móviles en wifi tracker","status":"completed","description":"Ver si hay más historia por metadata/rotación y contar móviles con perfil de conexión.","activeForm":"revisando metadata y móviles"},{"id":3,"subject":"Renombrar aliases y explicar retención wifi tracker","status":"completed","description":"Actualizar aliases de móviles indicados por el usuario y revisar por qué rota el log, si se puede recuperar y comprimir.","activeForm":"actualizando aliases y revisando retención"},{"id":4,"subject":"Mejorar retención wifi tracker","status":"pending","description":"Implementar compresión de logs rotados y resumen diario persistente para conservar más historial del wifi tracker con bajo uso de espacio. Actualizar código y docs, validar funcionamiento.","activeForm":"mejorando retención wifi tracker"}],"nextId":5},"isError":false,"timestamp":1780782160338}}
{"type":"message","id":"b0229264","parentId":"8263629e","timestamp":"2026-06-06T21:42:44.903Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"call_JKLByjrV6OMqPwD3hUcmCZSI|fc_0a9e4511c6d55ec0016a249454d7308191b5739cba29d4320a","name":"read","arguments":{"path":"/home/sebas/pi-config/bin/wifi-presence-log","offset":261,"limit":520}},{"type":"toolCall","id":"call_eIaduLArLGtzPQeZ1NRokLL6|fc_0a9e4511c6d55ec0016a249454d740819195ba2aeaf1471e1b","name":"read","arguments":{"path":"/home/sebas/pi-config/scripts/wifi-tracker-api.service"}},{"type":"toolCall","id":"call_vcDR4UpPzVPgxKkR2ACUlcce|fc_0a9e4511c6d55ec0016a249454d74c819184d137c83a51a9fd","name":"read","arguments":{"path":"/home/sebas/pi-config/docs/wifi-tracker.md"}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":580,"output":101,"cacheRead":27648,"cacheWrite":0,"totalTokens":28329,"cost":{"input":0.0014500000000000001,"output":0.001515,"cacheRead":0.006912,"cacheWrite":0,"total":0.009877}},"stopReason":"toolUse","timestamp":1780782160339,"responseId":"resp_0a9e4511c6d55ec0016a24945068788191bdb80b9fbbd3558f"}}
{"type":"message","id":"95b4ab8f","parentId":"b0229264","timestamp":"2026-06-06T21:42:44.913Z","message":{"role":"toolResult","toolCallId":"call_JKLByjrV6OMqPwD3hUcmCZSI|fc_0a9e4511c6d55ec0016a249454d7308191b5739cba29d4320a","toolName":"read","content":[{"type":"text","text":"        \"ip\": ip,\n        \"mac\": mac,\n        \"oui_prefix\": prefix,\n        \"private_mac\": private_mac(mac),\n        \"ports_open\": [],\n        \"sources\": [],\n        \"confidence\": 0.0,\n        \"guess_alias\": None,\n        \"evidence\": {\"mdns\": discoveries.get(ip, [])},\n    }\n    if ip == gw:\n        ev[\"guess_alias\"] = None\n        return ev\n    ports_to_probe = [80, 3000, 49152, 5540, 62078, 6668, 7000, 8008, 8009, 8443]\n    for port in ports_to_probe:\n        if tcp_open(ip, port):\n            ev[\"ports_open\"].append(port)\n    mdns = discoveries.get(ip, [])\n    mdns_types = [x.get(\"service_type\") for x in mdns]\n    mdns_names = [x.get(\"service_name\") for x in mdns]\n    if any(t == '_matterc._udp' for t in mdns_types) and prefix == \"CC:40:85\":\n        ev[\"sources\"].append(\"mdns-matter\")\n        ev[\"evidence\"][\"mdns_types\"] = mdns_types\n        ev[\"guess_alias\"] = \"WiZ / Matter smart light con mDNS Matter [from AI]\"\n        ev[\"confidence\"] = max(ev[\"confidence\"], 0.98)\n    if any(t == '_googlecast._tcp' for t in mdns_types):\n        ev[\"sources\"].append(\"mdns-googlecast\")\n        ev[\"evidence\"][\"mdns_names\"] = mdns_names\n        if any('Google Home Mini' in n for n in mdns_names):\n            ev[\"guess_alias\"] = \"Google Home Mini / Google Cast con mDNS [from AI]\"\n            ev[\"confidence\"] = max(ev[\"confidence\"], 0.99)\n        elif any('onn.' in n or 'TV' in n for n in mdns_names):\n            ev[\"guess_alias\"] = \"Android TV / Google Cast con mDNS [from AI]\"\n            ev[\"confidence\"] = max(ev[\"confidence\"], 0.97)\n    if any(t == '_androidtvremote2._tcp' for t in mdns_types):\n        ev[\"sources\"].append(\"mdns-androidtv\")\n        ev[\"guess_alias\"] = \"Android TV con mDNS remote [from AI]\"\n        ev[\"confidence\"] = max(ev[\"confidence\"], 0.98)\n    if any(t in ('_ssh._tcp','_sftp-ssh._tcp','_companion-link._tcp') for t in mdns_types):\n        ev[\"sources\"].append(\"mdns-apple-mac\")\n        if any('MacBook' in n or 'Mac' in n for n in mdns_names):\n            ev[\"guess_alias\"] = \"Apple MacBook con SSH / companion-link [from AI]\"\n            ev[\"confidence\"] = max(ev[\"confidence\"], 0.96)\n    if prefix == \"CC:40:85\":\n        ev[\"sources\"].append(\"oui-wiz\")\n        ev[\"confidence\"] = max(ev[\"confidence\"], 0.92)\n        ev[\"guess_alias\"] = \"WiZ / Matter smart light con vendor WiZ [from AI]\"\n        ev[\"evidence\"][\"vendor\"] = \"WiZ\"\n        if 5540 in ev[\"ports_open\"]:\n            ev[\"sources\"].append(\"matter\")\n            ev[\"evidence\"][\"matter_port\"] = 5540\n            ev[\"guess_alias\"] = \"WiZ / Matter smart light con vendor WiZ y Matter [from AI]\"\n            ev[\"confidence\"] = max(ev[\"confidence\"], 0.97)\n    if 6668 in ev[\"ports_open\"]:\n        ev[\"sources\"].append(\"tuya-6668\")\n        if prefix == \"C4:82:E1\":\n            ev[\"guess_alias\"] = \"Tuya smart controller / smart infrared con puerto 6668 [from AI]\"\n            ev[\"confidence\"] = max(ev[\"confidence\"], 0.93)\n        else:\n            ev[\"guess_alias\"] = \"Tuya smart device con puerto 6668 [from AI]\"\n            ev[\"confidence\"] = max(ev[\"confidence\"], 0.88)\n    if 8008 in ev[\"ports_open\"] and 8009 in ev[\"ports_open\"]:\n        data = http_sniff(ip, 8008) or \"\"\n        ev[\"sources\"].append(\"google-cast\")\n        ev[\"evidence\"][\"http_8008\"] = data[:180]\n        if \"Google Home Mini\" in data or \"Google-Home-Mini\" in data:\n            ev[\"guess_alias\"] = \"Google Home Mini / Google Cast con eureka_info [from AI]\"\n            ev[\"confidence\"] = max(ev[\"confidence\"], 0.98)\n        elif \"build_version\" in data or \"cast_build_revision\" in data or \"name\" in data:\n            ev[\"guess_alias\"] = \"Android TV / Google Cast con eureka_info [from AI]\"\n            ev[\"confidence\"] = max(ev[\"confidence\"], 0.95)\n    if prefix == \"74:E6:B8\" and 3000 in ev[\"ports_open\"]:\n        ev[\"sources\"].append(\"lg-tv\")\n        ev[\"guess_alias\"] = \"LG Smart TV con puertos webOS / AirPlay [from AI]\"\n        ev[\"confidence\"] = max(ev[\"confidence\"], 0.98)\n    if 62078 in ev[\"ports_open\"] and 49152 in ev[\"ports_open\"]:\n        ev[\"sources\"].append(\"apple-lockdownd\")\n        if ev[\"private_mac\"]:\n            ev[\"guess_alias\"] = \"Apple iPhone con MAC privada y puertos lockdownd [from AI]\"\n            ev[\"confidence\"] = max(ev[\"confidence\"], 0.95)\n        else:\n            ev[\"guess_alias\"] = \"Apple iPhone / iOS con puertos lockdownd [from AI]\"\n            ev[\"confidence\"] = max(ev[\"confidence\"], 0.9)\n    if 7000 in ev[\"ports_open\"] and not ev[\"guess_alias\"]:\n        ev[\"sources\"].append(\"airplay\")\n        ev[\"guess_alias\"] = \"Apple / AirPlay device con puerto 7000 [from AI]\"\n        ev[\"confidence\"] = max(ev[\"confidence\"], 0.75)\n    if 80 in ev[\"ports_open\"] and not ev[\"guess_alias\"]:\n        data = http_sniff(ip, 80) or \"\"\n        if data:\n            ev[\"sources\"].append(\"http-title\")\n            ev[\"evidence\"][\"http_80\"] = data[:180]\n    if not ev[\"guess_alias\"] and ev[\"private_mac\"]:\n        ev[\"sources\"].append(\"private-mac-only\")\n        ev[\"guess_alias\"] = \"Dispositivo con MAC privada / probable móvil [from AI]\"\n        ev[\"confidence\"] = max(ev[\"confidence\"], 0.45)\n    return ev\n\n\ndef maybe_autoname(devices: List[Dict], aliases: Dict, gw: str, discoveries: Dict) -> Dict:\n    changed = False\n    fingerprints = load_fingerprints()\n    for dev in devices:\n        mac = (dev.get(\"mac\") or \"\").lower()\n        if not mac:\n            continue\n        fp = fingerprint_device(dev, gw, discoveries)\n        existing_alias = aliases.get(mac)\n        source = \"manual\" if existing_alias and \"[from AI]\" not in existing_alias else \"ai\"\n        fingerprints[mac] = {\n            \"last_probe_ts\": now(),\n            \"guess_alias\": fp.get(\"guess_alias\"),\n            \"confidence\": fp.get(\"confidence\"),\n            \"sources\": fp.get(\"sources\"),\n            \"evidence\": fp.get(\"evidence\"),\n            \"ports_open\": fp.get(\"ports_open\"),\n            \"ip\": dev.get(\"ip\"),\n            \"oui_prefix\": dev.get(\"oui_prefix\"),\n            \"private_mac\": fp.get(\"private_mac\"),\n            \"alias_source\": source,\n        }\n        if mac in aliases:\n            continue\n        guessed = fp.get(\"guess_alias\")\n        if guessed:\n            aliases[mac] = guessed\n            changed = True\n    write_json_atomic(FINGERPRINTS_PATH, fingerprints)\n    if changed:\n        write_json_atomic(ALIASES_PATH, aliases)\n    return aliases\n\n\ndef normalize_device(row: Dict, gateway: str, aliases: Dict) -> Dict:\n    ip = row[\"ip\"]\n    mac = row.get(\"mac\")\n    hostname = reverse_name(ip)\n    roles = [\"gateway\"] if ip == gateway else []\n    state = row.get(\"state\")\n    reachable = state in {\"REACHABLE\", \"STALE\", \"DELAY\", \"PROBE\", \"PERMANENT\"}\n    if state == \"FAILED\":\n        reachable = False\n    return {\n        \"ip\": ip,\n        \"mac\": mac,\n        \"alias\": aliases.get(mac),\n        \"display_name\": aliases.get(mac) or hostname or mac,\n        \"hostname\": hostname,\n        \"iface\": row.get(\"iface\"),\n        \"neighbor_state\": state,\n        \"reachable\": reachable,\n        \"oui_prefix\": mac.upper()[0:8] if mac else None,\n        \"roles\": roles,\n    }\n\n\ndef build_sessions(events: List[Dict], mac: str) -> List[Dict]:\n    mac = mac.lower()\n    snapshots = []\n    for ev in events:\n        if ev.get(\"event\") != \"device_snapshot\":\n            continue\n        dev = ev.get(\"device\") or {}\n        if (dev.get(\"mac\") or \"\").lower() != mac:\n            continue\n        ts = ev.get(\"ts\")\n        if ts:\n            snapshots.append(parse_ts(ts))\n    snapshots.sort()\n    if not snapshots:\n        return []\n    sessions = []\n    start = prev = snapshots[0]\n    gap = timedelta(minutes=OFFLINE_GAP_MINUTES)\n    for dt in snapshots[1:]:\n        if dt - prev > gap:\n            sessions.append({\"start\": start, \"end\": prev})\n            start = dt\n        prev = dt\n    sessions.append({\"start\": start, \"end\": prev})\n    return sessions\n\n\ndef fill_bucket_series(start: datetime, count: int, step: timedelta, key_fmt: str, values: Dict[str, float]) -> List[Dict]:\n    out = []\n    for i in range(count):\n        dt = start + step * i\n        key = dt.strftime(key_fmt)\n        out.append({\"bucket\": key, \"count\": round(values.get(key, 0), 2)})\n    return out\n\n\ndef summarize_presence_timeline(events: List[Dict], mac: str, now_dt: datetime, hours: int = 24, step_minutes: int = 2, offline_misses: int = 3) -> Dict:\n    start = (now_dt - timedelta(hours=hours)).replace(second=0, microsecond=0)\n    slots = []\n    observed = set()\n    for ev in events:\n        if ev.get(\"event\") != \"device_snapshot\":\n            continue\n        dev = ev.get(\"device\") or {}\n        if (dev.get(\"mac\") or \"\").lower() != mac.lower():\n            continue\n        ts = ev.get(\"ts\")\n        if not ts:\n            continue\n        dt = parse_ts(ts)\n        if dt < start or dt > now_dt + timedelta(minutes=step_minutes):\n            continue\n        minute = (dt.minute // step_minutes) * step_minutes\n        bucket = dt.replace(minute=minute, second=0, microsecond=0)\n        observed.add(bucket)\n    cursor = start.replace(minute=(start.minute // step_minutes) * step_minutes, second=0, microsecond=0)\n    state = False\n    miss_count = offline_misses\n    while cursor <= now_dt:\n        seen = cursor in observed\n        if seen:\n            state = True\n            miss_count = 0\n        else:\n            if state:\n                miss_count += 1\n                if miss_count >= offline_misses:\n                    state = False\n        slots.append({\"ts\": cursor.strftime(\"%Y-%m-%dT%H:%M:%SZ\"), \"observed\": seen, \"online\": state})\n        cursor += timedelta(minutes=step_minutes)\n    segments = []\n    seg_start = None\n    for slot in slots:\n        if slot[\"online\"] and seg_start is None:\n            seg_start = slot[\"ts\"]\n        if not slot[\"online\"] and seg_start is not None:\n            segments.append({\"start\": seg_start, \"end\": slot[\"ts\"]})\n            seg_start = None\n    if seg_start is not None and slots:\n        segments.append({\"start\": seg_start, \"end\": slots[-1][\"ts\"]})\n    return {\"start\": start.strftime(\"%Y-%m-%dT%H:%M:%SZ\"), \"end\": now_dt.strftime(\"%Y-%m-%dT%H:%M:%SZ\"), \"step_minutes\": step_minutes, \"offline_misses\": offline_misses, \"segments\": segments, \"slots\": slots}\n\n\ndef summarize_activity(events: List[Dict], mac: str, now_dt: datetime) -> Dict:\n    hour_values = defaultdict(float)\n    day_values = defaultdict(float)\n    week_values = defaultdict(float)\n    hour_start = (now_dt - timedelta(hours=23)).replace(minute=0, second=0, microsecond=0)\n    day_start = (now_dt - timedelta(days=13)).replace(hour=0, minute=0, second=0, microsecond=0)\n    week_anchor = (now_dt - timedelta(days=now_dt.weekday())).replace(hour=0, minute=0, second=0, microsecond=0)\n    week_start = week_anchor - timedelta(weeks=11)\n    sessions = build_sessions(events, mac)\n\n    for session in sessions:\n        start = session[\"start\"]\n        end = session[\"end\"] + timedelta(minutes=2)\n        cursor = max(start, hour_start)\n        while cursor < end:\n            nxt = min((cursor.replace(minute=0, second=0, microsecond=0) + timedelta(hours=1)), end)\n            key = cursor.replace(minute=0, second=0, microsecond=0).strftime(\"%Y-%m-%dT%H:00Z\")\n            hour_values[key] += max((nxt - cursor).total_seconds() / 3600, 0)\n            cursor = nxt\n        cursor = max(start, day_start)\n        while cursor < end:\n            nxt = min((cursor.replace(hour=0, minute=0, second=0, microsecond=0) + timedelta(days=1)), end)\n            key = cursor.strftime(\"%Y-%m-%d\")\n            day_values[key] += max((nxt - cursor).total_seconds() / 3600, 0)\n            cursor = nxt\n        cursor = max(start, week_start)\n        while cursor < end:\n            wk = (cursor - timedelta(days=cursor.weekday())).replace(hour=0, minute=0, second=0, microsecond=0)\n            nxt = min(wk + timedelta(weeks=1), end)\n            key = wk.strftime(\"%Y-%m-%d\")\n            week_values[key] += max((nxt - cursor).total_seconds() / 3600, 0)\n            cursor = nxt\n\n    return {\n        \"hour\": fill_bucket_series(hour_start, 24, timedelta(hours=1), \"%Y-%m-%dT%H:00Z\", hour_values),\n        \"day\": fill_bucket_series(day_start, 14, timedelta(days=1), \"%Y-%m-%d\", day_values),\n        \"week\": fill_bucket_series(week_start, 12, timedelta(weeks=1), \"%Y-%m-%d\", week_values),\n        \"sessions\": len(sessions),\n    }\n\n\ndef hydrate_inventory_from_events(inventory: Dict, aliases: Dict):\n    inv_devices = inventory.setdefault(\"devices\", {})\n    try:\n        lines = LOG_PATH.read_text().splitlines()[-SUMMARY_TAIL_LINES:]\n    except Exception:\n        return inventory\n    for line in lines:\n        try:\n            ev = json.loads(line)\n        except Exception:\n            continue\n        dev = ev.get(\"device\") or {}\n        mac = (dev.get(\"mac\") or \"\").lower()\n        if not mac:\n            continue\n        prev_inv = inv_devices.get(mac, {})\n        merged = dict(prev_inv)\n        merged.update({k: v for k, v in dev.items() if v is not None})\n        merged[\"alias\"] = aliases.get(mac, merged.get(\"alias\"))\n        merged[\"display_name\"] = merged.get(\"alias\") or merged.get(\"hostname\") or merged.get(\"mac\") or merged.get(\"ip\")\n        merged[\"first_seen_ts\"] = prev_inv.get(\"first_seen_ts\") or ev.get(\"ts\") or dev.get(\"first_seen_ts\")\n        merged[\"last_seen_ts\"] = ev.get(\"ts\") or dev.get(\"last_seen_ts\") or prev_inv.get(\"last_seen_ts\")\n        inv_devices[mac] = merged\n    return inventory\n\n\ndef build_summary(devices: List[Dict], state: Dict, inventory: Dict, iface: str, gw: str, cidr: str, router: Dict, aliases: Dict, alert_prefs: Dict) -> Dict:\n    now_ts = now()\n    now_dt = parse_ts(now_ts)\n    active_total = len([d for d in devices if d.get(\"online\")])\n    named = sum(1 for d in devices if d.get(\"hostname\"))\n    gateway_mac = next((d.get(\"mac\") for d in devices if \"gateway\" in d.get(\"roles\", [])), None)\n    vendors = {}\n    timeline = []\n    alert_events = []\n    try:\n        lines = LOG_PATH.read_text().splitlines()[-SUMMARY_TAIL_LINES:]\n    except Exception:\n        lines = []\n    events = []\n    for line in lines:\n        try:\n            events.append(json.loads(line))\n        except Exception:\n            continue\n    for ev in events:\n        et = ev.get(\"event\")\n        ts = ev.get(\"ts\")\n        dev = ev.get(\"device\") or {}\n        mac = (dev.get(\"mac\") or \"\").lower() or None\n        if et in {\"device_online\", \"device_offline\", \"new_device_detected\"} and ts:\n            inv = (inventory.get(\"devices\") or {}).get(mac or \"\", {})\n            row = {\n                \"ts\": ts,\n                \"event\": et,\n                \"ip\": dev.get(\"ip\") or inv.get(\"ip\"),\n                \"mac\": mac,\n                \"alias\": aliases.get(mac) if mac else inv.get(\"alias\"),\n                \"display_name\": aliases.get(mac) if mac else None,\n            }\n            row[\"display_name\"] = row[\"alias\"] or inv.get(\"display_name\") or dev.get(\"display_name\") or dev.get(\"hostname\") or mac or row.get(\"ip\")\n            timeline.append(row)\n            enabled = alert_prefs.get(\"devices\", {}).get(mac, {}).get(\"alerts_enabled\", True) if mac else True\n            if et == 'new_device_detected':\n                if alert_prefs.get(\"new_device_alerts\", True):\n                    alert_events.append(row)\n            elif et in {'device_online', 'device_offline'} and enabled:\n                alert_events.append(row)\n    for d in devices:\n        prefix = d.get(\"oui_prefix\") or \"unknown\"\n        vendors[prefix] = vendors.get(prefix, 0) + 1\n        d[\"activity\"] = summarize_activity(events, d[\"mac\"], now_dt)\n        d[\"presence_timeline\"] = summarize_presence_timeline(events, d[\"mac\"], now_dt)\n    devices.sort(key=lambda d: (not d.get(\"online\", False), tuple(int(x) for x in d.get(\"ip\", \"255.255.255.255\").split(\".\")) if \".\" in d.get(\"ip\", \"\") else (255,255,255,255)))\n    summary = {\n        \"updated_at\": now_ts,\n        \"iface\": iface,\n        \"gateway\": gw,\n        \"cidr\": cidr,\n        \"router\": router,\n        \"totals\": {\n            \"devices_now\": active_total,\n            \"named_devices\": named,\n            \"known_devices\": len((inventory.get(\"devices\") or {})),\n            \"aliased_devices\": len([k for k, v in aliases.items() if v]),\n        },\n        \"aliases\": aliases,\n        \"devices\": devices,\n        \"vendors\": [{\"name\": k, \"count\": v} for k, v in sorted(vendors.items(), key=lambda x: (-x[1], x[0]))],\n        \"recent_events\": timeline[-100:],\n        \"recent_alerts\": alert_events[-100:],\n        \"highlights\": {\"gateway_mac\": gateway_mac},\n    }\n    write_json_atomic(SUMMARY_PATH, summary)\n    return summary\n\n\ndef main() -> int:\n    ensure_paths()\n    started = time.time()\n    iface = default_iface()\n    gw = default_gateway()\n    iface_addr = iface_cidr(iface)\n    cidr = network_cidr(iface_addr)\n    self_ip = local_ip(iface)\n    aliases = load_aliases()\n\n    log_event({\"event\": \"cycle_start\", \"iface\": iface, \"gateway\": gw, \"cidr\": cidr, \"iface_addr\": iface_addr, \"self_ip\": self_ip, \"ping_workers\": PING_WORKERS})\n    router = probe_router(gw)\n    alert_prefs = load_alert_prefs()\n    discoveries = discover_mdns()\n    log_event({\"event\": \"router_probe\", \"router\": router})\n\n    sweep_network(cidr, self_ip)\n    rows = arp_entries(iface)\n    raw_devices = [normalize_device(r, gw, aliases) for r in rows if r.get(\"mac\") and \".\" in r.get(\"ip\", \"\")]\n    aliases = maybe_autoname(raw_devices, aliases, gw, discoveries)\n    devices = [normalize_device(r, gw, aliases) for r in rows if r.get(\"mac\") and \".\" in r.get(\"ip\", \"\")]\n    devices.sort(key=lambda d: tuple(int(x) for x in d[\"ip\"].split(\".\")))\n\n    state = load_state()\n    inventory = hydrate_inventory_from_events(load_inventory(), aliases)\n    prev = state.get(\"devices\", {})\n    current = {}\n\n    for dev in devices:\n        mac = dev[\"mac\"]\n        current[mac] = dev\n        dev_state = prev.get(mac, {})\n        event_base = {\"iface\": iface, \"gateway\": gw, \"device\": dev}\n        log_event({\"event\": \"device_snapshot\", **event_base})\n        if mac not in prev and alert_prefs.get(\"new_device_alerts\", True):\n            log_event({\"event\": \"new_device_detected\", **event_base})\n        if not dev_state.get(\"online\") and alert_prefs.get(\"devices\", {}).get(mac, {}).get(\"alerts_enabled\", True):\n            log_event({\"event\": \"device_online\", **event_base})\n\n    for mac, old in prev.items():\n        if mac not in current and old.get(\"online\"):\n            if alert_prefs.get(\"devices\", {}).get(mac, {}).get(\"alerts_enabled\", True):\n                log_event({\"event\": \"device_offline\", \"iface\": iface, \"gateway\": gw, \"device\": old})\n\n    new_state = {\"devices\": {}}\n    seen_ts = now()\n    all_devices = []\n    for mac, dev in current.items():\n        dev[\"online\"] = True\n        dev[\"last_seen_ts\"] = seen_ts\n        dev[\"first_seen_ts\"] = prev.get(mac, {}).get(\"first_seen_ts\") or seen_ts\n        new_state[\"devices\"][mac] = dev\n        all_devices.append(dev)\n    for mac, old in prev.items():\n        if mac in current:\n            continue\n        offline = dict(old)\n        offline[\"online\"] = False\n        offline[\"alias\"] = aliases.get(mac, offline.get(\"alias\"))\n        offline[\"display_name\"] = offline[\"alias\"] or offline.get(\"hostname\") or offline.get(\"mac\")\n        new_state[\"devices\"][mac] = offline\n        all_devices.append(offline)\n    inv_devices = inventory.setdefault(\"devices\", {})\n    for dev in all_devices:\n        mac = dev.get(\"mac\")\n        if not mac:\n            continue\n        prev_inv = inv_devices.get(mac, {})\n        merged = dict(prev_inv)\n        merged.update({k: v for k, v in dev.items() if v is not None})\n        merged[\"alias\"] = aliases.get(mac, merged.get(\"alias\"))\n        merged[\"display_name\"] = merged.get(\"alias\") or merged.get(\"hostname\") or merged.get(\"mac\") or merged.get(\"ip\")\n        merged[\"first_seen_ts\"] = prev_inv.get(\"first_seen_ts\") or dev.get(\"first_seen_ts\") or now()\n        if dev.get(\"last_seen_ts\"):\n            merged[\"last_seen_ts\"] = dev.get(\"last_seen_ts\")\n        inv_devices[mac] = merged\n    save_state(new_state)\n    save_inventory(inventory)\n    inventory_devices = list(inv_devices.values())\n    inventory_devices.sort(key=lambda d: (not d.get(\"online\", False), tuple(int(x) for x in d.get(\"ip\", \"255.255.255.255\").split(\".\")) if \".\" in d.get(\"ip\", \"\") else (255,255,255,255)))\n    build_summary(inventory_devices, new_state, inventory, iface, gw, cidr, router, aliases, alert_prefs)\n\n    log_event({\"event\": \"cycle_end\", \"iface\": iface, \"gateway\": gw, \"seen_devices\": len(current), \"duration_sec\": round(time.time() - started, 2)})\n    return 0\n\n\nif __name__ == \"__main__\":\n    sys.exit(main())\n"}],"isError":false,"timestamp":1780782164913}}
{"type":"message","id":"7934e1e1","parentId":"95b4ab8f","timestamp":"2026-06-06T21:42:44.913Z","message":{"role":"toolResult","toolCallId":"call_eIaduLArLGtzPQeZ1NRokLL6|fc_0a9e4511c6d55ec0016a249454d740819195ba2aeaf1471e1b","toolName":"read","content":[{"type":"text","text":"[Unit]\nDescription=WiFi tracker alias API\nAfter=network.target\n\n[Service]\nExecStart=/home/sebas/pi-config/bin/wifi-tracker-api.py\nRestart=always\nRestartSec=2\n\n[Install]\nWantedBy=default.target\n"}],"isError":false,"timestamp":1780782164913}}
{"type":"message","id":"47e63dbb","parentId":"7934e1e1","timestamp":"2026-06-06T21:42:44.913Z","message":{"role":"toolResult","toolCallId":"call_vcDR4UpPzVPgxKkR2ACUlcce|fc_0a9e4511c6d55ec0016a249454d74c819184d137c83a51a9fd","toolName":"read","content":[{"type":"text","text":"# WiFi Tracker\n\n## Purpose\n\nTrack LAN/Wi‑Fi presence visible from `ballbox-first` and expose a simple dashboard at `/wifi-tracker/`.\n\nThis is presence estimation from the Pi.\nIt is not exact AP association telemetry.\n\n## Pieces\n\n- collector: `/home/sebas/pi-config/bin/wifi-presence-log`\n- raw events: `/home/sebas/runtime/agent-logs/wifi-presence/activity.jsonl`\n- rotated raw events: `/home/sebas/runtime/agent-logs/wifi-presence/activity-*.jsonl`\n- state: `/home/sebas/runtime/agent-logs/wifi-presence/state.json`\n- aliases: `/home/sebas/runtime/agent-logs/wifi-presence/aliases.json`\n- fingerprints/evidence: `/home/sebas/runtime/agent-logs/wifi-presence/fingerprints.json`\n- alert prefs: `/home/sebas/runtime/agent-logs/wifi-presence/alert-prefs.json`\n- inventory ever-seen: `/home/sebas/runtime/agent-logs/wifi-presence/inventory.json`\n- summary: `/var/www/wifi-tracker/summary.json`\n- UI: `/var/www/wifi-tracker/index.html`\n- API: `/home/sebas/pi-config/bin/wifi-tracker-api.py`\n\n## Services\n\n- `wifi-presence-log.timer`\n- `wifi-presence-log.service`\n- `wifi-tracker-api.service`\n\n## URLs\n\n- `/wifi-tracker/`\n- `/wifi-tracker/api/summary`\n- `/wifi-tracker/api/aliases`\n- `/wifi-tracker/api/alert-prefs`\n- `/wifi-tracker/api/health`\n\n## Useful commands\n\n```bash\nsystemctl --user status wifi-presence-log.timer\nsystemctl --user status wifi-tracker-api.service\nsystemctl --user start wifi-presence-log.service\njournalctl --user -u wifi-tracker-api.service -n 50 --no-pager\ncurl -s http://127.0.0.1/wifi-tracker/api/health | jq\ncurl -s http://127.0.0.1/wifi-tracker/api/summary | jq '.totals'\ntail -n 20 /home/sebas/runtime/agent-logs/wifi-presence/activity.jsonl\n```\n\n## Data model\n\nRaw event types:\n\n- `cycle_start`\n- `router_probe`\n- `device_snapshot`\n- `device_online`\n- `device_offline`\n- `cycle_end`\n\nDashboard activity summary is still derived from approximate sessions.\nA new session starts when snapshot gaps exceed the configured offline gap.\nBuckets still exist in summary data, but the main UI now emphasizes a device presence timeline instead of percentage-style bars.\n\nThe main graph shows horizontal blue segments for periods considered present.\nThose segments are derived from raw `device_snapshot` observations, with online turning on immediately and offline only turning off after 3 consecutive missing scan slots (~6 minutes at the current 2-minute scan interval).\n\nThe collector now also maintains an `inventory.json` ever-seen device list so historical devices remain visible in the UI even if they are not present in the current state snapshot.\n\nThe collector now also runs lightweight proactive fingerprinting for visible devices.\nIf a device has no manual alias, the service may write a descriptive alias directly into `aliases.json` with a ` [from AI]` suffix.\nManual aliases always win and are not overwritten.\n\nPer-MAC evidence is stored in `fingerprints.json`, including guessed alias, confidence, sources, ports, and small evidence snippets.\n\n## Retention\n\nThe raw JSONL log rotates automatically when it grows past the configured size threshold.\nOld rotated files are kept in a small rolling set.\n\nAlert toggles are stored in `alert-prefs.json`.\nThe UI can enable or disable alerts per device without removing the device from the inventory.\n"}],"isError":false,"timestamp":1780782164913}}
{"type":"message","id":"11386022","parentId":"47e63dbb","timestamp":"2026-06-06T21:44:00.732Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"**Considering modifications to collector**\n\nI need to modify the collector to handle gzipped rotated logs and consider reading from them. A daily summary in a JSON format could be useful, including metrics like hours and sessions per device. I should also think about backfilling existing logs and possibly using an API, but maybe just a summary file will suffice. Implementing end-to-end validation is important, and I might need to use a Python script for easier modifications. Overall, there's a lot to think about regarding retention and aggregation of logs.","thinkingSignature":"{\"id\":\"rs_0a9e4511c6d55ec0016a249455a6c48191b1240b3be7e12dc7\",\"type\":\"reasoning\",\"content\":[],\"encrypted_content\":\"gAAAAABqJJRarCed_IiZn7-_8LK6Cri81fA1UeIMd-58RyM92EGCijBHvyhFnIPiojxZXbJJ7k3jusTqp4PGv3o-tDeM1w8BlMh7jOt_AVy7QwDSEf0tTvy_F1v1x4_bg0lOhROy62uxbSnmSWChvN7laAHhgniHhL6AHSSeTH5Vodr4v4Z6_gROt84yIX1yCqkSyOHp7FgTr4X471-S0CSeZvAcFBS7iREtRGEfKE_ykTmeq8lA3a0wupY4WmYaaHTmLQm7zwQsTF62IFzyGIFuSBuSNSD8uZ-YfxR2x1_v5Qx8MyHBYbvYRJDCgch941DZ7bTwjUzYI4dQk3Hzs5IcqcxiDXByI-optsx5_jPS1KeuF6CzaHjPjt9nru6XGvNzdhJgsSpw068a8rIXklloZhr5PUgDGrHwq-qpD2QkxpV04O7rGV3yL19Wi9l3qa7vwjgSAnAniCGYdoQuCuZcAh_WYwsyDsSVrCeFLGeaIPM7ro_obrMxTJuji8ZpQPHmvefN4RFy5NspA9Nh2Gte39rcIMaQCDrfTCwovt1MXsImkArD0mVEqq4hfY0OkRWed-jDy3sW5Er0SGUDyWbyrzFam00I7OBrPEFHfTQKmN5OhNTi3uPiHSYZirlV2Gc9xMCLk6720R9z6KCcm2b2eAF7eD5PNJAnsBv0ZOns_G7s3_CKDj94zGSPdfxQuMNJo9Na8KxZzkS4ii-cdOi99WWfHSDRpdUVV5GIT7iuzuZM-4JpZn13nIzHkG98LNFCmc677xIBXGZS6N95xn5gAfpvOlKeFza1_Y0RQ7E1ys7NuqI-dM4cEEEOicVpoJCZFxsziZlQOF2Y2_6OhVsp2jOR4-oRNAZayh6tMcqEGE_QNny753aoFiyRibX-Xg6N2xfS1hh9jmMhkQLRbfItel9ejGCpqiYD2FhyTHBdoSjTvJWrZugHhjWHSV3x8SkIacb6FbNvtdl8nm7Cnj0ngVHJqdg04YDkTQDcs5xS0po82SSNzKoi9SujhVZKOzY0CUP2Xxj1uuDgmoBBSYBWwlnPzJ6PAUr1TwgluSVYn3LbdYlGP-MR0uaP_JIo8--l9I0esMlC2EMttOh0kgvSvOx_7qEy_ktp3lH3u7leZQJC6KOHijHOiIhZTYivO-K8Or1L3CSCahbKUc8E1__Z3qoyxibj8ln730PwAy8G5AEbg-X3aYt4daRtSXFMhntucIVD-thRvqpJi1xhV9GIvWanwB2oBfcJsc68x1xn5LZu8oedoRvkfrjXUgcL5CUb8llHxFwnkH0VE_j_vZf8utZWpeLEZg1nlmu9fhk2XR470UH3l8DNL5pEpGKx3jXTgsicnoH8CzjMgV2McEqmwbIQNyJnGtJCPio5Ur5PAJYSnwJG3wo2mbLabZK-fNp_7_97YVbfcrxxRDs87pv-KKtb5tw-o2_eRN6Ul4ZGGzO0sojIJDlGk9fLDj07rzhmuDqPvHRJQTJsllbqbm7zY2pRowZR9S7ehMtBI3Aqh7gTZO_Tkw2NeqD5sGMmwj5WTBm5kB8N3P-b8oekIsqJ5C2IFdUGyLs2t7fr_eMnWu6ZMGOIJbnyLq01-N7UdMxNkVSdDZNq9PIm8a31x5wwIqorW10vWsqge4UuEj-21GtzwwCPUfLd-slQ39yyeT7zFCnsqmFgUhG1TTsBhCPljXN8s_exA207yYL82I9Fj_VFk_g70r5paAfp4gaRA1OvLDqBwM70T0BQhCRIMlzAtOykB_3NNm8izgqo2qLFJ8YU52sCQrxVSBAYRWQ07cF7-yp5fJ0VN43-8GzgtNNGg7Hrhd2OrAUhyaRfxyI-pOCqujgRDDtzzIAh9eG5b6hIh7IqgAXeItYrOP9qRCp-REE32otWmuAJ8zgIxo1VgZ3KCSBWw1a0rCOGnk95OlenZxBluhk77TAF_Rwo3OlfiO8CcooKYxBE7tWqgo6rF_vj5FDxcIUiMYc_jJfJPxTJXGENBMQ-u7xQfUGj_AuQLubtCUg9zfWDQ_-KWQg41jwZN3Nf50JQad0SZ-GOaQy7Y9jBjajPxE6fBLTJzmMZRnUlcn1yjNiOwXODuJ4ZaOrusG9JTFAqshHymU8GqFZsQvR0KY6s72UFyZ_MW-NqARUWOjZpqaTZC54yFtkFxsDYSoT9HglhraqoRW2ChCxm03pTb8_rsZPRXE_5gyutwN2v7xd6Ag==\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Considering modifications to collector**\\n\\nI need to modify the collector to handle gzipped rotated logs and consider reading from them. A daily summary in a JSON format could be useful, including metrics like hours and sessions per device. I should also think about backfilling existing logs and possibly using an API, but maybe just a summary file will suffice. Implementing end-to-end validation is important, and I might need to use a Python script for easier modifications. Overall, there's a lot to think about regarding retention and aggregation of logs.\"}]}"},{"type":"toolCall","id":"call_KlxxCt2HwIcSHhf7KZ5nx58m|fc_0a9e4511c6d55ec0016a24945ad52081919a1676261e897fa8","name":"edit","arguments":{"path":"/home/sebas/pi-config/bin/wifi-presence-log","edits":[{"oldText":"import concurrent.futures as cf\nimport ipaddress\nimport json\nimport os\nimport re\nimport socket\nimport ssl\nimport subprocess\nimport sys\nimport time\nimport urllib.request\n","newText":"import concurrent.futures as cf\nimport gzip\nimport ipaddress\nimport json\nimport os\nimport re\nimport socket\nimport ssl\nimport subprocess\nimport sys\nimport time\nimport urllib.request\n"},{"oldText":"INVENTORY_PATH = Path(os.environ.get(\"WIFI_PRESENCE_INVENTORY\", str(LOG_DIR / \"inventory.json\")))\nSUMMARY_PATH = Path(os.environ.get(\"WIFI_PRESENCE_SUMMARY\", \"/var/www/wifi-tracker/summary.json\"))\nPING_WORKERS = int(os.environ.get(\"WIFI_PRESENCE_PING_WORKERS\", \"32\"))\nHOSTNAME_TIMEOUT = float(os.environ.get(\"WIFI_PRESENCE_HOSTNAME_TIMEOUT\", \"0.35\"))\nSUMMARY_TAIL_LINES = int(os.environ.get(\"WIFI_PRESENCE_SUMMARY_TAIL_LINES\", \"20000\"))\nROTATE_MAX_BYTES = int(os.environ.get(\"WIFI_PRESENCE_ROTATE_MAX_BYTES\", str(4 * 1024 * 1024)))\nROTATE_KEEP = int(os.environ.get(\"WIFI_PRESENCE_ROTATE_KEEP\", \"5\"))\nOFFLINE_GAP_MINUTES = int(os.environ.get(\"WIFI_PRESENCE_OFFLINE_GAP_MINUTES\", \"5\"))\n","newText":"INVENTORY_PATH = Path(os.environ.get(\"WIFI_PRESENCE_INVENTORY\", str(LOG_DIR / \"inventory.json\")))\nDAILY_SUMMARY_PATH = Path(os.environ.get(\"WIFI_PRESENCE_DAILY_SUMMARY\", str(LOG_DIR / \"daily-summary.json\")))\nSUMMARY_PATH = Path(os.environ.get(\"WIFI_PRESENCE_SUMMARY\", \"/var/www/wifi-tracker/summary.json\"))\nPING_WORKERS = int(os.environ.get(\"WIFI_PRESENCE_PING_WORKERS\", \"32\"))\nHOSTNAME_TIMEOUT = float(os.environ.get(\"WIFI_PRESENCE_HOSTNAME_TIMEOUT\", \"0.35\"))\nSUMMARY_TAIL_LINES = int(os.environ.get(\"WIFI_PRESENCE_SUMMARY_TAIL_LINES\", \"20000\"))\nROTATE_MAX_BYTES = int(os.environ.get(\"WIFI_PRESENCE_ROTATE_MAX_BYTES\", str(4 * 1024 * 1024)))\nROTATE_KEEP = int(os.environ.get(\"WIFI_PRESENCE_ROTATE_KEEP\", \"30\"))\nOFFLINE_GAP_MINUTES = int(os.environ.get(\"WIFI_PRESENCE_OFFLINE_GAP_MINUTES\", \"5\"))\n"},{"oldText":"    if not INVENTORY_PATH.exists():\n        INVENTORY_PATH.write_text('{\"devices\": {}}\\n')\n","newText":"    if not INVENTORY_PATH.exists():\n        INVENTORY_PATH.write_text('{\"devices\": {}}\\n')\n    if not DAILY_SUMMARY_PATH.exists():\n        DAILY_SUMMARY_PATH.write_text('{\"updated_at\": null, \"devices\": {}}\\n')\n"},{"oldText":"def rotate_logs() -> None:\n    if not LOG_PATH.exists() or LOG_PATH.stat().st_size < ROTATE_MAX_BYTES:\n        return\n    ts = time.strftime(\"%Y%m%d-%H%M%S\", time.gmtime())\n    rotated = LOG_DIR / f\"activity-{ts}.jsonl\"\n    LOG_PATH.replace(rotated)\n    old = sorted(LOG_DIR.glob(\"activity-*.jsonl\"))\n    for path in old[:-ROTATE_KEEP]:\n        try:\n            path.unlink()\n        except FileNotFoundError:\n            pass\n","newText":"def rotate_logs() -> None:\n    if not LOG_PATH.exists() or LOG_PATH.stat().st_size < ROTATE_MAX_BYTES:\n        return\n    ts = time.strftime(\"%Y%m%d-%H%M%S\", time.gmtime())\n    rotated = LOG_DIR / f\"activity-{ts}.jsonl\"\n    compressed = LOG_DIR / f\"activity-{ts}.jsonl.gz\"\n    LOG_PATH.replace(rotated)\n    with rotated.open(\"rb\") as src, gzip.open(compressed, \"wb\", compresslevel=6) as dst:\n        dst.writelines(src)\n    rotated.unlink(missing_ok=True)\n    old = sorted(list(LOG_DIR.glob(\"activity-*.jsonl\")) + list(LOG_DIR.glob(\"activity-*.jsonl.gz\")))\n    for path in old[:-ROTATE_KEEP]:\n        try:\n            path.unlink()\n        except FileNotFoundError:\n            pass\n"},{"oldText":"def load_inventory() -> Dict:\n    return load_json(INVENTORY_PATH, {\"devices\": {}})\n\n\ndef save_inventory(data: Dict):\n    write_json_atomic(INVENTORY_PATH, data)\n","newText":"def load_inventory() -> Dict:\n    return load_json(INVENTORY_PATH, {\"devices\": {}})\n\n\ndef load_daily_summary() -> Dict:\n    return load_json(DAILY_SUMMARY_PATH, {\"updated_at\": None, \"devices\": {}})\n\n\ndef save_inventory(data: Dict):\n    write_json_atomic(INVENTORY_PATH, data)\n\n\ndef save_daily_summary(data: Dict):\n    write_json_atomic(DAILY_SUMMARY_PATH, data)\n"},{"oldText":"def hydrate_inventory_from_events(inventory: Dict, aliases: Dict):\n    inv_devices = inventory.setdefault(\"devices\", {})\n    try:\n        lines = LOG_PATH.read_text().splitlines()[-SUMMARY_TAIL_LINES:]\n    except Exception:\n        return inventory\n    for line in lines:\n        try:\n            ev = json.loads(line)\n        except Exception:\n            continue\n        dev = ev.get(\"device\") or {}\n        mac = (dev.get(\"mac\") or \"\").lower()\n        if not mac:\n            continue\n        prev_inv = inv_devices.get(mac, {})\n        merged = dict(prev_inv)\n        merged.update({k: v for k, v in dev.items() if v is not None})\n        merged[\"alias\"] = aliases.get(mac, merged.get(\"alias\"))\n        merged[\"display_name\"] = merged.get(\"alias\") or merged.get(\"hostname\") or merged.get(\"mac\") or merged.get(\"ip\")\n        merged[\"first_seen_ts\"] = prev_inv.get(\"first_seen_ts\") or ev.get(\"ts\") or dev.get(\"first_seen_ts\")\n        merged[\"last_seen_ts\"] = ev.get(\"ts\") or dev.get(\"last_seen_ts\") or prev_inv.get(\"last_seen_ts\")\n        inv_devices[mac] = merged\n    return inventory\n","newText":"def event_files() -> List[Path]:\n    return sorted(list(LOG_DIR.glob(\"activity-*.jsonl.gz\")) + list(LOG_DIR.glob(\"activity-*.jsonl\")) + ([LOG_PATH] if LOG_PATH.exists() else []))\n\n\ndef iter_events(paths: List[Path]):\n    for path in paths:\n        opener = gzip.open if path.suffix == \".gz\" else open\n        try:\n            with opener(path, \"rt\") as fh:\n                for line in fh:\n                    try:\n                        yield json.loads(line)\n                    except Exception:\n                        continue\n        except FileNotFoundError:\n            continue\n\n\ndef read_recent_events(limit: int = SUMMARY_TAIL_LINES) -> List[Dict]:\n    if not LOG_PATH.exists():\n        return []\n    try:\n        lines = LOG_PATH.read_text().splitlines()[-limit:]\n    except Exception:\n        return []\n    events = []\n    for line in lines:\n        try:\n            events.append(json.loads(line))\n        except Exception:\n            continue\n    return events\n\n\ndef hydrate_inventory_from_events(inventory: Dict, aliases: Dict):\n    inv_devices = inventory.setdefault(\"devices\", {})\n    for ev in read_recent_events():\n        dev = ev.get(\"device\") or {}\n        mac = (dev.get(\"mac\") or \"\").lower()\n        if not mac:\n            continue\n        prev_inv = inv_devices.get(mac, {})\n        merged = dict(prev_inv)\n        merged.update({k: v for k, v in dev.items() if v is not None})\n        merged[\"alias\"] = aliases.get(mac, merged.get(\"alias\"))\n        merged[\"display_name\"] = merged.get(\"alias\") or merged.get(\"hostname\") or merged.get(\"mac\") or merged.get(\"ip\")\n        merged[\"first_seen_ts\"] = prev_inv.get(\"first_seen_ts\") or ev.get(\"ts\") or dev.get(\"first_seen_ts\")\n        merged[\"last_seen_ts\"] = ev.get(\"ts\") or dev.get(\"last_seen_ts\") or prev_inv.get(\"last_seen_ts\")\n        inv_devices[mac] = merged\n    return inventory\n"},{"oldText":"def build_summary(devices: List[Dict], state: Dict, inventory: Dict, iface: str, gw: str, cidr: str, router: Dict, aliases: Dict, alert_prefs: Dict) -> Dict:\n    now_ts = now()\n    now_dt = parse_ts(now_ts)\n    active_total = len([d for d in devices if d.get(\"online\")])\n    named = sum(1 for d in devices if d.get(\"hostname\"))\n    gateway_mac = next((d.get(\"mac\") for d in devices if \"gateway\" in d.get(\"roles\", [])), None)\n    vendors = {}\n    timeline = []\n    alert_events = []\n    try:\n        lines = LOG_PATH.read_text().splitlines()[-SUMMARY_TAIL_LINES:]\n    except Exception:\n        lines = []\n    events = []\n    for line in lines:\n        try:\n            events.append(json.loads(line))\n        except Exception:\n            continue\n","newText":"def update_daily_summary(all_events: List[Dict], aliases: Dict, inventory: Dict) -> Dict:\n    out = {\"updated_at\": now(), \"devices\": {}}\n    grouped = defaultdict(list)\n    for ev in all_events:\n        if ev.get(\"event\") != \"device_snapshot\":\n            continue\n        dev = ev.get(\"device\") or {}\n        mac = (dev.get(\"mac\") or \"\").lower()\n        ts = ev.get(\"ts\")\n        if not mac or not ts:\n            continue\n        grouped[mac].append(parse_ts(ts))\n    inv_devices = inventory.get(\"devices\") or {}\n    for mac, times in grouped.items():\n        times.sort()\n        alias = aliases.get(mac) or (inv_devices.get(mac) or {}).get(\"alias\") or (inv_devices.get(mac) or {}).get(\"display_name\") or mac\n        sessions = build_sessions([{\"event\": \"device_snapshot\", \"device\": {\"mac\": mac}, \"ts\": t.strftime(\"%Y-%m-%dT%H:%M:%SZ\")} for t in times], mac)\n        by_day = defaultdict(lambda: {\"hours\": 0.0, \"sessions\": 0, \"first_seen_ts\": None, \"last_seen_ts\": None})\n        for session in sessions:\n            start = session[\"start\"]\n            end = session[\"end\"] + timedelta(minutes=2)\n            first_day = start.strftime(\"%Y-%m-%d\")\n            by_day[first_day][\"sessions\"] += 1\n            cursor = start\n            while cursor < end:\n                day_start = cursor.replace(hour=0, minute=0, second=0, microsecond=0)\n                nxt = min(day_start + timedelta(days=1), end)\n                key = day_start.strftime(\"%Y-%m-%d\")\n                row = by_day[key]\n                row[\"hours\"] += max((nxt - cursor).total_seconds() / 3600, 0)\n                ts_start = cursor.strftime(\"%Y-%m-%dT%H:%M:%SZ\")\n                ts_end = nxt.strftime(\"%Y-%m-%dT%H:%M:%SZ\")\n                row[\"first_seen_ts\"] = min(filter(None, [row[\"first_seen_ts\"], ts_start])) if row[\"first_seen_ts\"] else ts_start\n                row[\"last_seen_ts\"] = max(filter(None, [row[\"last_seen_ts\"], ts_end])) if row[\"last_seen_ts\"] else ts_end\n                cursor = nxt\n        out[\"devices\"][mac] = {\n            \"alias\": alias,\n            \"first_seen_ts\": times[0].strftime(\"%Y-%m-%dT%H:%M:%SZ\"),\n            \"last_seen_ts\": times[-1].strftime(\"%Y-%m-%dT%H:%M:%SZ\"),\n            \"days\": {day: {**vals, \"hours\": round(vals[\"hours\"], 2)} for day, vals in sorted(by_day.items())},\n        }\n    save_daily_summary(out)\n    return out\n\n\ndef build_summary(devices: List[Dict], state: Dict, inventory: Dict, iface: str, gw: str, cidr: str, router: Dict, aliases: Dict, alert_prefs: Dict, daily_summary: Dict) -> Dict:\n    now_ts = now()\n    now_dt = parse_ts(now_ts)\n    active_total = len([d for d in devices if d.get(\"online\")])\n    named = sum(1 for d in devices if d.get(\"hostname\"))\n    gateway_mac = next((d.get(\"mac\") for d in devices if \"gateway\" in d.get(\"roles\", [])), None)\n    vendors = {}\n    timeline = []\n    alert_events = []\n    events = read_recent_events()\n"},{"oldText":"    summary = {\n        \"updated_at\": now_ts,\n        \"iface\": iface,\n        \"gateway\": gw,\n        \"cidr\": cidr,\n        \"router\": router,\n        \"totals\": {\n            \"devices_now\": active_total,\n            \"named_devices\": named,\n            \"known_devices\": len((inventory.get(\"devices\") or {})),\n            \"aliased_devices\": len([k for k, v in aliases.items() if v]),\n        },\n        \"aliases\": aliases,\n        \"devices\": devices,\n        \"vendors\": [{\"name\": k, \"count\": v} for k, v in sorted(vendors.items(), key=lambda x: (-x[1], x[0]))],\n        \"recent_events\": timeline[-100:],\n        \"recent_alerts\": alert_events[-100:],\n        \"highlights\": {\"gateway_mac\": gateway_mac},\n    }\n","newText":"    summary = {\n        \"updated_at\": now_ts,\n        \"iface\": iface,\n        \"gateway\": gw,\n        \"cidr\": cidr,\n        \"router\": router,\n        \"totals\": {\n            \"devices_now\": active_total,\n            \"named_devices\": named,\n            \"known_devices\": len((inventory.get(\"devices\") or {})),\n            \"aliased_devices\": len([k for k, v in aliases.items() if v]),\n        },\n        \"aliases\": aliases,\n        \"devices\": devices,\n        \"vendors\": [{\"name\": k, \"count\": v} for k, v in sorted(vendors.items(), key=lambda x: (-x[1], x[0]))],\n        \"recent_events\": timeline[-100:],\n        \"recent_alerts\": alert_events[-100:],\n        \"daily_summary\": daily_summary,\n        \"retention\": {\n            \"rotate_max_bytes\": ROTATE_MAX_BYTES,\n            \"rotate_keep\": ROTATE_KEEP,\n            \"rotated_compression\": \"gzip\",\n        },\n        \"highlights\": {\"gateway_mac\": gateway_mac},\n    }\n"},{"oldText":"    save_state(new_state)\n    save_inventory(inventory)\n    inventory_devices = list(inv_devices.values())\n    inventory_devices.sort(key=lambda d: (not d.get(\"online\", False), tuple(int(x) for x in d.get(\"ip\", \"255.255.255.255\").split(\".\")) if \".\" in d.get(\"ip\", \"\") else (255,255,255,255)))\n    build_summary(inventory_devices, new_state, inventory, iface, gw, cidr, router, aliases, alert_prefs)\n\n    log_event({\"event\": \"cycle_end\", \"iface\": iface, \"gateway\": gw, \"seen_devices\": len(current), \"duration_sec\": round(time.time() - started, 2)})\n","newText":"    save_state(new_state)\n    save_inventory(inventory)\n    all_events = list(iter_events(event_files()))\n    daily_summary = update_daily_summary(all_events, aliases, inventory)\n    inventory_devices = list(inv_devices.values())\n    inventory_devices.sort(key=lambda d: (not d.get(\"online\", False), tuple(int(x) for x in d.get(\"ip\", \"255.255.255.255\").split(\".\")) if \".\" in d.get(\"ip\", \"\") else (255,255,255,255)))\n    build_summary(inventory_devices, new_state, inventory, iface, gw, cidr, router, aliases, alert_prefs, daily_summary)\n\n    log_event({\"event\": \"cycle_end\", \"iface\": iface, \"gateway\": gw, \"seen_devices\": len(current), \"duration_sec\": round(time.time() - started, 2)})\n"}]}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":6944,"output":4163,"cacheRead":27648,"cacheWrite":0,"totalTokens":38755,"cost":{"input":0.01736,"output":0.062445,"cacheRead":0.006912,"cacheWrite":0,"total":0.086717}},"stopReason":"toolUse","timestamp":1780782164914,"responseId":"resp_0a9e4511c6d55ec0016a249455023481919122835f1b623fb9"}}
{"type":"message","id":"df331bc2","parentId":"11386022","timestamp":"2026-06-06T21:44:00.911Z","message":{"role":"toolResult","toolCallId":"call_KlxxCt2HwIcSHhf7KZ5nx58m|fc_0a9e4511c6d55ec0016a24945ad52081919a1676261e897fa8","toolName":"edit","content":[{"type":"text","text":"Successfully replaced 9 block(s) in /home/sebas/pi-config/bin/wifi-presence-log."}],"details":{"diff":"   1 #!/usr/bin/env python3\n   2 import concurrent.futures as cf\n+  3 import gzip\n   3 import ipaddress\n   4 import json\n   5 import os\n   6 import re\n     ...\n  21 ALIASES_PATH = Path(os.environ.get(\"WIFI_PRESENCE_ALIASES\", str(LOG_DIR / \"aliases.json\")))\n  22 FINGERPRINTS_PATH = Path(os.environ.get(\"WIFI_PRESENCE_FINGERPRINTS\", str(LOG_DIR / \"fingerprints.json\")))\n  23 ALERT_PREFS_PATH = Path(os.environ.get(\"WIFI_PRESENCE_ALERT_PREFS\", str(LOG_DIR / \"alert-prefs.json\")))\n  24 INVENTORY_PATH = Path(os.environ.get(\"WIFI_PRESENCE_INVENTORY\", str(LOG_DIR / \"inventory.json\")))\n+ 26 DAILY_SUMMARY_PATH = Path(os.environ.get(\"WIFI_PRESENCE_DAILY_SUMMARY\", str(LOG_DIR / \"daily-summary.json\")))\n  25 SUMMARY_PATH = Path(os.environ.get(\"WIFI_PRESENCE_SUMMARY\", \"/var/www/wifi-tracker/summary.json\"))\n  26 PING_WORKERS = int(os.environ.get(\"WIFI_PRESENCE_PING_WORKERS\", \"32\"))\n  27 HOSTNAME_TIMEOUT = float(os.environ.get(\"WIFI_PRESENCE_HOSTNAME_TIMEOUT\", \"0.35\"))\n  28 SUMMARY_TAIL_LINES = int(os.environ.get(\"WIFI_PRESENCE_SUMMARY_TAIL_LINES\", \"20000\"))\n  29 ROTATE_MAX_BYTES = int(os.environ.get(\"WIFI_PRESENCE_ROTATE_MAX_BYTES\", str(4 * 1024 * 1024)))\n- 30 ROTATE_KEEP = int(os.environ.get(\"WIFI_PRESENCE_ROTATE_KEEP\", \"5\"))\n+ 32 ROTATE_KEEP = int(os.environ.get(\"WIFI_PRESENCE_ROTATE_KEEP\", \"30\"))\n  31 OFFLINE_GAP_MINUTES = int(os.environ.get(\"WIFI_PRESENCE_OFFLINE_GAP_MINUTES\", \"5\"))\n  32 \n  33 \n  34 def sh(cmd: str) -> str:\n     ...\n  55     if not ALERT_PREFS_PATH.exists():\n  56         ALERT_PREFS_PATH.write_text('{\"new_device_alerts\": true, \"devices\": {}}\\n')\n  57     if not INVENTORY_PATH.exists():\n  58         INVENTORY_PATH.write_text('{\"devices\": {}}\\n')\n+ 61     if not DAILY_SUMMARY_PATH.exists():\n+ 62         DAILY_SUMMARY_PATH.write_text('{\"updated_at\": null, \"devices\": {}}\\n')\n  59 \n  60 \n  61 def rotate_logs() -> None:\n  62     if not LOG_PATH.exists() or LOG_PATH.stat().st_size < ROTATE_MAX_BYTES:\n  63         return\n  64     ts = time.strftime(\"%Y%m%d-%H%M%S\", time.gmtime())\n  65     rotated = LOG_DIR / f\"activity-{ts}.jsonl\"\n+ 70     compressed = LOG_DIR / f\"activity-{ts}.jsonl.gz\"\n  66     LOG_PATH.replace(rotated)\n- 67     old = sorted(LOG_DIR.glob(\"activity-*.jsonl\"))\n+ 72     with rotated.open(\"rb\") as src, gzip.open(compressed, \"wb\", compresslevel=6) as dst:\n+ 73         dst.writelines(src)\n+ 74     rotated.unlink(missing_ok=True)\n+ 75     old = sorted(list(LOG_DIR.glob(\"activity-*.jsonl\")) + list(LOG_DIR.glob(\"activity-*.jsonl.gz\")))\n  68     for path in old[:-ROTATE_KEEP]:\n  69         try:\n  70             path.unlink()\n  71         except FileNotFoundError:\n     ...\n  99 def load_inventory() -> Dict:\n 100     return load_json(INVENTORY_PATH, {\"devices\": {}})\n 101 \n 102 \n+111 def load_daily_summary() -> Dict:\n+112     return load_json(DAILY_SUMMARY_PATH, {\"updated_at\": None, \"devices\": {}})\n+113 \n+114 \n 103 def save_inventory(data: Dict):\n 104     write_json_atomic(INVENTORY_PATH, data)\n 105 \n 106 \n+119 def save_daily_summary(data: Dict):\n+120     write_json_atomic(DAILY_SUMMARY_PATH, data)\n+121 \n+122 \n 107 def save_state(state: Dict) -> None:\n 108     tmp = STATE_PATH.with_suffix(\".tmp\")\n 109     tmp.write_text(json.dumps(state, indent=2, sort_keys=True) + \"\\n\")\n 110     tmp.replace(STATE_PATH)\n     ...\n 537         \"sessions\": len(sessions),\n 538     }\n 539 \n 540 \n-541 def hydrate_inventory_from_events(inventory: Dict, aliases: Dict):\n-542     inv_devices = inventory.setdefault(\"devices\", {})\n+557 def event_files() -> List[Path]:\n+558     return sorted(list(LOG_DIR.glob(\"activity-*.jsonl.gz\")) + list(LOG_DIR.glob(\"activity-*.jsonl\")) + ([LOG_PATH] if LOG_PATH.exists() else []))\n+559 \n+560 \n+561 def iter_events(paths: List[Path]):\n+562     for path in paths:\n+563         opener = gzip.open if path.suffix == \".gz\" else open\n+564         try:\n+565             with opener(path, \"rt\") as fh:\n+566                 for line in fh:\n+567                     try:\n+568                         yield json.loads(line)\n+569                     except Exception:\n+570                         continue\n+571         except FileNotFoundError:\n+572             continue\n+573 \n+574 \n+575 def read_recent_events(limit: int = SUMMARY_TAIL_LINES) -> List[Dict]:\n+576     if not LOG_PATH.exists():\n+577         return []\n 543     try:\n-544         lines = LOG_PATH.read_text().splitlines()[-SUMMARY_TAIL_LINES:]\n+579         lines = LOG_PATH.read_text().splitlines()[-limit:]\n 545     except Exception:\n-546         return inventory\n+581         return []\n+582     events = []\n 547     for line in lines:\n 548         try:\n-549             ev = json.loads(line)\n+585             events.append(json.loads(line))\n 550         except Exception:\n 551             continue\n+588     return events\n+589 \n+590 \n+591 def hydrate_inventory_from_events(inventory: Dict, aliases: Dict):\n+592     inv_devices = inventory.setdefault(\"devices\", {})\n+593     for ev in read_recent_events():\n 552         dev = ev.get(\"device\") or {}\n 553         mac = (dev.get(\"mac\") or \"\").lower()\n 554         if not mac:\n 555             continue\n     ...\n 563         inv_devices[mac] = merged\n 564     return inventory\n 565 \n 566 \n-567 def build_summary(devices: List[Dict], state: Dict, inventory: Dict, iface: str, gw: str, cidr: str, router: Dict, aliases: Dict, alert_prefs: Dict) -> Dict:\n+609 def update_daily_summary(all_events: List[Dict], aliases: Dict, inventory: Dict) -> Dict:\n+610     out = {\"updated_at\": now(), \"devices\": {}}\n+611     grouped = defaultdict(list)\n+612     for ev in all_events:\n+613         if ev.get(\"event\") != \"device_snapshot\":\n+614             continue\n+615         dev = ev.get(\"device\") or {}\n+616         mac = (dev.get(\"mac\") or \"\").lower()\n+617         ts = ev.get(\"ts\")\n+618         if not mac or not ts:\n+619             continue\n+620         grouped[mac].append(parse_ts(ts))\n+621     inv_devices = inventory.get(\"devices\") or {}\n+622     for mac, times in grouped.items():\n+623         times.sort()\n+624         alias = aliases.get(mac) or (inv_devices.get(mac) or {}).get(\"alias\") or (inv_devices.get(mac) or {}).get(\"display_name\") or mac\n+625         sessions = build_sessions([{\"event\": \"device_snapshot\", \"device\": {\"mac\": mac}, \"ts\": t.strftime(\"%Y-%m-%dT%H:%M:%SZ\")} for t in times], mac)\n+626         by_day = defaultdict(lambda: {\"hours\": 0.0, \"sessions\": 0, \"first_seen_ts\": None, \"last_seen_ts\": None})\n+627         for session in sessions:\n+628             start = session[\"start\"]\n+629             end = session[\"end\"] + timedelta(minutes=2)\n+630             first_day = start.strftime(\"%Y-%m-%d\")\n+631             by_day[first_day][\"sessions\"] += 1\n+632             cursor = start\n+633             while cursor < end:\n+634                 day_start = cursor.replace(hour=0, minute=0, second=0, microsecond=0)\n+635                 nxt = min(day_start + timedelta(days=1), end)\n+636                 key = day_start.strftime(\"%Y-%m-%d\")\n+637                 row = by_day[key]\n+638                 row[\"hours\"] += max((nxt - cursor).total_seconds() / 3600, 0)\n+639                 ts_start = cursor.strftime(\"%Y-%m-%dT%H:%M:%SZ\")\n+640                 ts_end = nxt.strftime(\"%Y-%m-%dT%H:%M:%SZ\")\n+641                 row[\"first_seen_ts\"] = min(filter(None, [row[\"first_seen_ts\"], ts_start])) if row[\"first_seen_ts\"] else ts_start\n+642                 row[\"last_seen_ts\"] = max(filter(None, [row[\"last_seen_ts\"], ts_end])) if row[\"last_seen_ts\"] else ts_end\n+643                 cursor = nxt\n+644         out[\"devices\"][mac] = {\n+645             \"alias\": alias,\n+646             \"first_seen_ts\": times[0].strftime(\"%Y-%m-%dT%H:%M:%SZ\"),\n+647             \"last_seen_ts\": times[-1].strftime(\"%Y-%m-%dT%H:%M:%SZ\"),\n+648             \"days\": {day: {**vals, \"hours\": round(vals[\"hours\"], 2)} for day, vals in sorted(by_day.items())},\n+649         }\n+650     save_daily_summary(out)\n+651     return out\n+652 \n+653 \n+654 def build_summary(devices: List[Dict], state: Dict, inventory: Dict, iface: str, gw: str, cidr: str, router: Dict, aliases: Dict, alert_prefs: Dict, daily_summary: Dict) -> Dict:\n 568     now_ts = now()\n 569     now_dt = parse_ts(now_ts)\n 570     active_total = len([d for d in devices if d.get(\"online\")])\n 571     named = sum(1 for d in devices if d.get(\"hostname\"))\n 572     gateway_mac = next((d.get(\"mac\") for d in devices if \"gateway\" in d.get(\"roles\", [])), None)\n 573     vendors = {}\n 574     timeline = []\n 575     alert_events = []\n-576     try:\n-577         lines = LOG_PATH.read_text().splitlines()[-SUMMARY_TAIL_LINES:]\n-578     except Exception:\n-579         lines = []\n-580     events = []\n-581     for line in lines:\n-582         try:\n-583             events.append(json.loads(line))\n-584         except Exception:\n-585             continue\n+663     events = read_recent_events()\n 586     for ev in events:\n 587         et = ev.get(\"event\")\n 588         ts = ev.get(\"ts\")\n 589         dev = ev.get(\"device\") or {}\n     ...\n 628         \"devices\": devices,\n 629         \"vendors\": [{\"name\": k, \"count\": v} for k, v in sorted(vendors.items(), key=lambda x: (-x[1], x[0]))],\n 630         \"recent_events\": timeline[-100:],\n 631         \"recent_alerts\": alert_events[-100:],\n+710         \"daily_summary\": daily_summary,\n+711         \"retention\": {\n+712             \"rotate_max_bytes\": ROTATE_MAX_BYTES,\n+713             \"rotate_keep\": ROTATE_KEEP,\n+714             \"rotated_compression\": \"gzip\",\n+715         },\n 632         \"highlights\": {\"gateway_mac\": gateway_mac},\n 633     }\n 634     write_json_atomic(SUMMARY_PATH, summary)\n 635     return summary\n     ...\n 712             merged[\"last_seen_ts\"] = dev.get(\"last_seen_ts\")\n 713         inv_devices[mac] = merged\n 714     save_state(new_state)\n 715     save_inventory(inventory)\n+800     all_events = list(iter_events(event_files()))\n+801     daily_summary = update_daily_summary(all_events, aliases, inventory)\n 716     inventory_devices = list(inv_devices.values())\n 717     inventory_devices.sort(key=lambda d: (not d.get(\"online\", False), tuple(int(x) for x in d.get(\"ip\", \"255.255.255.255\").split(\".\")) if \".\" in d.get(\"ip\", \"\") else (255,255,255,255)))\n-718     build_summary(inventory_devices, new_state, inventory, iface, gw, cidr, router, aliases, alert_prefs)\n+804     build_summary(inventory_devices, new_state, inventory, iface, gw, cidr, router, aliases, alert_prefs, daily_summary)\n 719 \n 720     log_event({\"event\": \"cycle_end\", \"iface\": iface, \"gateway\": gw, \"seen_devices\": len(current), \"duration_sec\": round(time.time() - started, 2)})\n 721     return 0\n 722 \n     ...","patch":"--- /home/sebas/pi-config/bin/wifi-presence-log\n+++ /home/sebas/pi-config/bin/wifi-presence-log\n@@ -1,6 +1,7 @@\n #!/usr/bin/env python3\n import concurrent.futures as cf\n+import gzip\n import ipaddress\n import json\n import os\n import re\n@@ -21,14 +22,15 @@\n ALIASES_PATH = Path(os.environ.get(\"WIFI_PRESENCE_ALIASES\", str(LOG_DIR / \"aliases.json\")))\n FINGERPRINTS_PATH = Path(os.environ.get(\"WIFI_PRESENCE_FINGERPRINTS\", str(LOG_DIR / \"fingerprints.json\")))\n ALERT_PREFS_PATH = Path(os.environ.get(\"WIFI_PRESENCE_ALERT_PREFS\", str(LOG_DIR / \"alert-prefs.json\")))\n INVENTORY_PATH = Path(os.environ.get(\"WIFI_PRESENCE_INVENTORY\", str(LOG_DIR / \"inventory.json\")))\n+DAILY_SUMMARY_PATH = Path(os.environ.get(\"WIFI_PRESENCE_DAILY_SUMMARY\", str(LOG_DIR / \"daily-summary.json\")))\n SUMMARY_PATH = Path(os.environ.get(\"WIFI_PRESENCE_SUMMARY\", \"/var/www/wifi-tracker/summary.json\"))\n PING_WORKERS = int(os.environ.get(\"WIFI_PRESENCE_PING_WORKERS\", \"32\"))\n HOSTNAME_TIMEOUT = float(os.environ.get(\"WIFI_PRESENCE_HOSTNAME_TIMEOUT\", \"0.35\"))\n SUMMARY_TAIL_LINES = int(os.environ.get(\"WIFI_PRESENCE_SUMMARY_TAIL_LINES\", \"20000\"))\n ROTATE_MAX_BYTES = int(os.environ.get(\"WIFI_PRESENCE_ROTATE_MAX_BYTES\", str(4 * 1024 * 1024)))\n-ROTATE_KEEP = int(os.environ.get(\"WIFI_PRESENCE_ROTATE_KEEP\", \"5\"))\n+ROTATE_KEEP = int(os.environ.get(\"WIFI_PRESENCE_ROTATE_KEEP\", \"30\"))\n OFFLINE_GAP_MINUTES = int(os.environ.get(\"WIFI_PRESENCE_OFFLINE_GAP_MINUTES\", \"5\"))\n \n \n def sh(cmd: str) -> str:\n@@ -55,17 +57,23 @@\n     if not ALERT_PREFS_PATH.exists():\n         ALERT_PREFS_PATH.write_text('{\"new_device_alerts\": true, \"devices\": {}}\\n')\n     if not INVENTORY_PATH.exists():\n         INVENTORY_PATH.write_text('{\"devices\": {}}\\n')\n+    if not DAILY_SUMMARY_PATH.exists():\n+        DAILY_SUMMARY_PATH.write_text('{\"updated_at\": null, \"devices\": {}}\\n')\n \n \n def rotate_logs() -> None:\n     if not LOG_PATH.exists() or LOG_PATH.stat().st_size < ROTATE_MAX_BYTES:\n         return\n     ts = time.strftime(\"%Y%m%d-%H%M%S\", time.gmtime())\n     rotated = LOG_DIR / f\"activity-{ts}.jsonl\"\n+    compressed = LOG_DIR / f\"activity-{ts}.jsonl.gz\"\n     LOG_PATH.replace(rotated)\n-    old = sorted(LOG_DIR.glob(\"activity-*.jsonl\"))\n+    with rotated.open(\"rb\") as src, gzip.open(compressed, \"wb\", compresslevel=6) as dst:\n+        dst.writelines(src)\n+    rotated.unlink(missing_ok=True)\n+    old = sorted(list(LOG_DIR.glob(\"activity-*.jsonl\")) + list(LOG_DIR.glob(\"activity-*.jsonl.gz\")))\n     for path in old[:-ROTATE_KEEP]:\n         try:\n             path.unlink()\n         except FileNotFoundError:\n@@ -99,12 +107,20 @@\n def load_inventory() -> Dict:\n     return load_json(INVENTORY_PATH, {\"devices\": {}})\n \n \n+def load_daily_summary() -> Dict:\n+    return load_json(DAILY_SUMMARY_PATH, {\"updated_at\": None, \"devices\": {}})\n+\n+\n def save_inventory(data: Dict):\n     write_json_atomic(INVENTORY_PATH, data)\n \n \n+def save_daily_summary(data: Dict):\n+    write_json_atomic(DAILY_SUMMARY_PATH, data)\n+\n+\n def save_state(state: Dict) -> None:\n     tmp = STATE_PATH.with_suffix(\".tmp\")\n     tmp.write_text(json.dumps(state, indent=2, sort_keys=True) + \"\\n\")\n     tmp.replace(STATE_PATH)\n@@ -537,19 +553,45 @@\n         \"sessions\": len(sessions),\n     }\n \n \n-def hydrate_inventory_from_events(inventory: Dict, aliases: Dict):\n-    inv_devices = inventory.setdefault(\"devices\", {})\n+def event_files() -> List[Path]:\n+    return sorted(list(LOG_DIR.glob(\"activity-*.jsonl.gz\")) + list(LOG_DIR.glob(\"activity-*.jsonl\")) + ([LOG_PATH] if LOG_PATH.exists() else []))\n+\n+\n+def iter_events(paths: List[Path]):\n+    for path in paths:\n+        opener = gzip.open if path.suffix == \".gz\" else open\n+        try:\n+            with opener(path, \"rt\") as fh:\n+                for line in fh:\n+                    try:\n+                        yield json.loads(line)\n+                    except Exception:\n+                        continue\n+        except FileNotFoundError:\n+            continue\n+\n+\n+def read_recent_events(limit: int = SUMMARY_TAIL_LINES) -> List[Dict]:\n+    if not LOG_PATH.exists():\n+        return []\n     try:\n-        lines = LOG_PATH.read_text().splitlines()[-SUMMARY_TAIL_LINES:]\n+        lines = LOG_PATH.read_text().splitlines()[-limit:]\n     except Exception:\n-        return inventory\n+        return []\n+    events = []\n     for line in lines:\n         try:\n-            ev = json.loads(line)\n+            events.append(json.loads(line))\n         except Exception:\n             continue\n+    return events\n+\n+\n+def hydrate_inventory_from_events(inventory: Dict, aliases: Dict):\n+    inv_devices = inventory.setdefault(\"devices\", {})\n+    for ev in read_recent_events():\n         dev = ev.get(\"device\") or {}\n         mac = (dev.get(\"mac\") or \"\").lower()\n         if not mac:\n             continue\n@@ -563,27 +605,63 @@\n         inv_devices[mac] = merged\n     return inventory\n \n \n-def build_summary(devices: List[Dict], state: Dict, inventory: Dict, iface: str, gw: str, cidr: str, router: Dict, aliases: Dict, alert_prefs: Dict) -> Dict:\n+def update_daily_summary(all_events: List[Dict], aliases: Dict, inventory: Dict) -> Dict:\n+    out = {\"updated_at\": now(), \"devices\": {}}\n+    grouped = defaultdict(list)\n+    for ev in all_events:\n+        if ev.get(\"event\") != \"device_snapshot\":\n+            continue\n+        dev = ev.get(\"device\") or {}\n+        mac = (dev.get(\"mac\") or \"\").lower()\n+        ts = ev.get(\"ts\")\n+        if not mac or not ts:\n+            continue\n+        grouped[mac].append(parse_ts(ts))\n+    inv_devices = inventory.get(\"devices\") or {}\n+    for mac, times in grouped.items():\n+        times.sort()\n+        alias = aliases.get(mac) or (inv_devices.get(mac) or {}).get(\"alias\") or (inv_devices.get(mac) or {}).get(\"display_name\") or mac\n+        sessions = build_sessions([{\"event\": \"device_snapshot\", \"device\": {\"mac\": mac}, \"ts\": t.strftime(\"%Y-%m-%dT%H:%M:%SZ\")} for t in times], mac)\n+        by_day = defaultdict(lambda: {\"hours\": 0.0, \"sessions\": 0, \"first_seen_ts\": None, \"last_seen_ts\": None})\n+        for session in sessions:\n+            start = session[\"start\"]\n+            end = session[\"end\"] + timedelta(minutes=2)\n+            first_day = start.strftime(\"%Y-%m-%d\")\n+            by_day[first_day][\"sessions\"] += 1\n+            cursor = start\n+            while cursor < end:\n+                day_start = cursor.replace(hour=0, minute=0, second=0, microsecond=0)\n+                nxt = min(day_start + timedelta(days=1), end)\n+                key = day_start.strftime(\"%Y-%m-%d\")\n+                row = by_day[key]\n+                row[\"hours\"] += max((nxt - cursor).total_seconds() / 3600, 0)\n+                ts_start = cursor.strftime(\"%Y-%m-%dT%H:%M:%SZ\")\n+                ts_end = nxt.strftime(\"%Y-%m-%dT%H:%M:%SZ\")\n+                row[\"first_seen_ts\"] = min(filter(None, [row[\"first_seen_ts\"], ts_start])) if row[\"first_seen_ts\"] else ts_start\n+                row[\"last_seen_ts\"] = max(filter(None, [row[\"last_seen_ts\"], ts_end])) if row[\"last_seen_ts\"] else ts_end\n+                cursor = nxt\n+        out[\"devices\"][mac] = {\n+            \"alias\": alias,\n+            \"first_seen_ts\": times[0].strftime(\"%Y-%m-%dT%H:%M:%SZ\"),\n+            \"last_seen_ts\": times[-1].strftime(\"%Y-%m-%dT%H:%M:%SZ\"),\n+            \"days\": {day: {**vals, \"hours\": round(vals[\"hours\"], 2)} for day, vals in sorted(by_day.items())},\n+        }\n+    save_daily_summary(out)\n+    return out\n+\n+\n+def build_summary(devices: List[Dict], state: Dict, inventory: Dict, iface: str, gw: str, cidr: str, router: Dict, aliases: Dict, alert_prefs: Dict, daily_summary: Dict) -> Dict:\n     now_ts = now()\n     now_dt = parse_ts(now_ts)\n     active_total = len([d for d in devices if d.get(\"online\")])\n     named = sum(1 for d in devices if d.get(\"hostname\"))\n     gateway_mac = next((d.get(\"mac\") for d in devices if \"gateway\" in d.get(\"roles\", [])), None)\n     vendors = {}\n     timeline = []\n     alert_events = []\n-    try:\n-        lines = LOG_PATH.read_text().splitlines()[-SUMMARY_TAIL_LINES:]\n-    except Exception:\n-        lines = []\n-    events = []\n-    for line in lines:\n-        try:\n-            events.append(json.loads(line))\n-        except Exception:\n-            continue\n+    events = read_recent_events()\n     for ev in events:\n         et = ev.get(\"event\")\n         ts = ev.get(\"ts\")\n         dev = ev.get(\"device\") or {}\n@@ -628,8 +706,14 @@\n         \"devices\": devices,\n         \"vendors\": [{\"name\": k, \"count\": v} for k, v in sorted(vendors.items(), key=lambda x: (-x[1], x[0]))],\n         \"recent_events\": timeline[-100:],\n         \"recent_alerts\": alert_events[-100:],\n+        \"daily_summary\": daily_summary,\n+        \"retention\": {\n+            \"rotate_max_bytes\": ROTATE_MAX_BYTES,\n+            \"rotate_keep\": ROTATE_KEEP,\n+            \"rotated_compression\": \"gzip\",\n+        },\n         \"highlights\": {\"gateway_mac\": gateway_mac},\n     }\n     write_json_atomic(SUMMARY_PATH, summary)\n     return summary\n@@ -712,11 +796,13 @@\n             merged[\"last_seen_ts\"] = dev.get(\"last_seen_ts\")\n         inv_devices[mac] = merged\n     save_state(new_state)\n     save_inventory(inventory)\n+    all_events = list(iter_events(event_files()))\n+    daily_summary = update_daily_summary(all_events, aliases, inventory)\n     inventory_devices = list(inv_devices.values())\n     inventory_devices.sort(key=lambda d: (not d.get(\"online\", False), tuple(int(x) for x in d.get(\"ip\", \"255.255.255.255\").split(\".\")) if \".\" in d.get(\"ip\", \"\") else (255,255,255,255)))\n-    build_summary(inventory_devices, new_state, inventory, iface, gw, cidr, router, aliases, alert_prefs)\n+    build_summary(inventory_devices, new_state, inventory, iface, gw, cidr, router, aliases, alert_prefs, daily_summary)\n \n     log_event({\"event\": \"cycle_end\", \"iface\": iface, \"gateway\": gw, \"seen_devices\": len(current), \"duration_sec\": round(time.time() - started, 2)})\n     return 0\n \n","firstChangedLine":3},"isError":false,"timestamp":1780782240910}}
{"type":"message","id":"1eba39ae","parentId":"df331bc2","timestamp":"2026-06-06T21:44:07.295Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"**Verifying syntax issues**\n\nI think I need to check the syntax, especially regarding `min(filter(None...`, since it might be invalid if there's only one argument; that could be fine for some cases. But using `min` on strings can be tricky, right? It might be costly to build sessions from synthetic events. Okay, I should also look at the edited sections around the `update_daily_summary` to catch any potential issues. Let's see what I find there!","thinkingSignature":"{\"id\":\"rs_0a9e4511c6d55ec0016a2494a45d8c81919bdbb984faccb63a\",\"type\":\"reasoning\",\"content\":[],\"encrypted_content\":\"gAAAAABqJJSnR1MNVBLYnPzsTflg9xnUMZjkRaBVeD_f2453Gt7CvrsE7D0BVI03pXrkJ5a87g__2XcvVcGeS7I6Hzp-855fwA10HwYSe6acug2uPHFY_Ukc6VJXh_YEOGjP_g2tQ-Om9BdaHtYtiuQ1Y87ZDSF-ghf3nu2QZfjGM9nk4i4NA4oqOaIDv6__DxmjUxUsLH80j_X_3__8jen0Y91PFyuoqnSi-dwQpbj2NXHmZ9BNl75GDkXzZWRbDctzIikUquaIObfSwUVJO0Vs7UggMlGCxHG3FNIEXinVg5v9-pcaxpos46ODN81bKEm86NNqhEOuadyCuvfN7Dq_wuAlTb7fZfmf7muhxO8qqK1IAe0rONXxq6ZgAoHOKD-KY0hNBWFOXK3Ueq5DE1diUNTuPI-LFxdbTLhpFIoTKazOddS43TG_zuBYV693zHOcf7-JsZ0oETXUX6XI4IwyMz5onrYH3YAavzdcBJjY0tq8mCQH2Vs0BrY534nIXH3uadkJzH5EYCsmHx-D_5RoDq7tkFPPFHZZxtOWcE5oPEOhOjM71zwRqTngst_5UD4BkI4wndLBHK8FPRXLyXb0bse2jYECeV-uJVvDMB0bkNAxU6-R_6A_3a-Ooxxob5zRXvahcGMIwmU98Lm5R9_UTL1Xd7RDBLmJmnglSTxOxM7qaqvtXHP6S8v3ofPFlQyuqRNEDDZQKOTtjIdy4pb1Qh3H-n2HwkzQGpyfbEq2xddlS14wpjTfv8HfIaJRiLyWTeSv24ib-sSdmIyVjmMlLTFsPl--YPYH2kyS4EVvghJKXBl3Yxd8XdVQ2GEjfgA1YxjCFrTJ2Qv4bHmmh2K_pVH8BjZe83Jed13rbiOUlQi7dGIgbbNO3kEKnbznKLp95S51yLBCSgg2R7L17GKK7fp8vTLTZKgDI9q4jrDl3OV7vtvSeEs9XbYfDxKuyAyrN5trnh4YsTZE2PYpfqRgR1HsbjosNX7HpcLyBu5E3TA9R1tA-fkOh1h09nzfLZiwcfRkFuylLJnV00kEAsgEvkWpv-Gl-Jg78IAqOcSIzOaP82BtW_L3H2JyjtsgjIf1treCuQJCb7N80rBZN8PQqtS2a6YS5RzfGwFVGVgkecoyWNptxFwwPItXVAXkcRk9UZP2d-bX0KSn7ycOYCM6OokrQg5_1eZ4gRyOsdStZ1LhschkCRWL6M8vrH-g--Vjx39MxfP9\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Verifying syntax issues**\\n\\nI think I need to check the syntax, especially regarding `min(filter(None...`, since it might be invalid if there's only one argument; that could be fine for some cases. But using `min` on strings can be tricky, right? It might be costly to build sessions from synthetic events. Okay, I should also look at the edited sections around the `update_daily_summary` to catch any potential issues. Let's see what I find there!\"}]}"},{"type":"toolCall","id":"call_9zDRjQ3mqxF66PnVA4En8syb|fc_0a9e4511c6d55ec0016a2494a738c081919a14145ae4fcd3ab","name":"read","arguments":{"path":"/home/sebas/pi-config/bin/wifi-presence-log","offset":1,"limit":220}},{"type":"toolCall","id":"call_VAnKONvtgg3LiG8LtXAabNn9|fc_0a9e4511c6d55ec0016a2494a738e08191a2c446ed198561a3","name":"read","arguments":{"path":"/home/sebas/pi-config/bin/wifi-presence-log","offset":430,"limit":260}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":4482,"output":131,"cacheRead":34304,"cacheWrite":0,"totalTokens":38917,"cost":{"input":0.011205000000000001,"output":0.001965,"cacheRead":0.008576,"cacheWrite":0,"total":0.021746}},"stopReason":"toolUse","timestamp":1780782240912,"responseId":"resp_0a9e4511c6d55ec0016a2494a10468819183f27ef4fc09b918"}}
{"type":"message","id":"f5af7beb","parentId":"1eba39ae","timestamp":"2026-06-06T21:44:07.297Z","message":{"role":"toolResult","toolCallId":"call_9zDRjQ3mqxF66PnVA4En8syb|fc_0a9e4511c6d55ec0016a2494a738c081919a14145ae4fcd3ab","toolName":"read","content":[{"type":"text","text":"#!/usr/bin/env python3\nimport concurrent.futures as cf\nimport gzip\nimport ipaddress\nimport json\nimport os\nimport re\nimport socket\nimport ssl\nimport subprocess\nimport sys\nimport time\nimport urllib.request\nfrom collections import defaultdict\nfrom datetime import datetime, timedelta, timezone\nfrom pathlib import Path\nfrom typing import Dict, List\n\nLOG_DIR = Path(os.environ.get(\"WIFI_PRESENCE_LOG_DIR\", \"/home/sebas/runtime/agent-logs/wifi-presence\"))\nSTATE_PATH = Path(os.environ.get(\"WIFI_PRESENCE_STATE\", str(LOG_DIR / \"state.json\")))\nLOG_PATH = Path(os.environ.get(\"WIFI_PRESENCE_LOG\", str(LOG_DIR / \"activity.jsonl\")))\nALIASES_PATH = Path(os.environ.get(\"WIFI_PRESENCE_ALIASES\", str(LOG_DIR / \"aliases.json\")))\nFINGERPRINTS_PATH = Path(os.environ.get(\"WIFI_PRESENCE_FINGERPRINTS\", str(LOG_DIR / \"fingerprints.json\")))\nALERT_PREFS_PATH = Path(os.environ.get(\"WIFI_PRESENCE_ALERT_PREFS\", str(LOG_DIR / \"alert-prefs.json\")))\nINVENTORY_PATH = Path(os.environ.get(\"WIFI_PRESENCE_INVENTORY\", str(LOG_DIR / \"inventory.json\")))\nDAILY_SUMMARY_PATH = Path(os.environ.get(\"WIFI_PRESENCE_DAILY_SUMMARY\", str(LOG_DIR / \"daily-summary.json\")))\nSUMMARY_PATH = Path(os.environ.get(\"WIFI_PRESENCE_SUMMARY\", \"/var/www/wifi-tracker/summary.json\"))\nPING_WORKERS = int(os.environ.get(\"WIFI_PRESENCE_PING_WORKERS\", \"32\"))\nHOSTNAME_TIMEOUT = float(os.environ.get(\"WIFI_PRESENCE_HOSTNAME_TIMEOUT\", \"0.35\"))\nSUMMARY_TAIL_LINES = int(os.environ.get(\"WIFI_PRESENCE_SUMMARY_TAIL_LINES\", \"20000\"))\nROTATE_MAX_BYTES = int(os.environ.get(\"WIFI_PRESENCE_ROTATE_MAX_BYTES\", str(4 * 1024 * 1024)))\nROTATE_KEEP = int(os.environ.get(\"WIFI_PRESENCE_ROTATE_KEEP\", \"30\"))\nOFFLINE_GAP_MINUTES = int(os.environ.get(\"WIFI_PRESENCE_OFFLINE_GAP_MINUTES\", \"5\"))\n\n\ndef sh(cmd: str) -> str:\n    return subprocess.check_output(cmd, shell=True, text=True, stderr=subprocess.DEVNULL).strip()\n\n\ndef now() -> str:\n    return time.strftime(\"%Y-%m-%dT%H:%M:%SZ\", time.gmtime())\n\n\ndef parse_ts(ts: str) -> datetime:\n    return datetime.strptime(ts, \"%Y-%m-%dT%H:%M:%SZ\").replace(tzinfo=timezone.utc)\n\n\ndef ensure_paths() -> None:\n    LOG_DIR.mkdir(parents=True, exist_ok=True)\n    SUMMARY_PATH.parent.mkdir(parents=True, exist_ok=True)\n    if not STATE_PATH.exists():\n        STATE_PATH.write_text('{\"devices\": {}}\\n')\n    if not ALIASES_PATH.exists():\n        ALIASES_PATH.write_text('{}\\n')\n    if not FINGERPRINTS_PATH.exists():\n        FINGERPRINTS_PATH.write_text('{}\\n')\n    if not ALERT_PREFS_PATH.exists():\n        ALERT_PREFS_PATH.write_text('{\"new_device_alerts\": true, \"devices\": {}}\\n')\n    if not INVENTORY_PATH.exists():\n        INVENTORY_PATH.write_text('{\"devices\": {}}\\n')\n    if not DAILY_SUMMARY_PATH.exists():\n        DAILY_SUMMARY_PATH.write_text('{\"updated_at\": null, \"devices\": {}}\\n')\n\n\ndef rotate_logs() -> None:\n    if not LOG_PATH.exists() or LOG_PATH.stat().st_size < ROTATE_MAX_BYTES:\n        return\n    ts = time.strftime(\"%Y%m%d-%H%M%S\", time.gmtime())\n    rotated = LOG_DIR / f\"activity-{ts}.jsonl\"\n    compressed = LOG_DIR / f\"activity-{ts}.jsonl.gz\"\n    LOG_PATH.replace(rotated)\n    with rotated.open(\"rb\") as src, gzip.open(compressed, \"wb\", compresslevel=6) as dst:\n        dst.writelines(src)\n    rotated.unlink(missing_ok=True)\n    old = sorted(list(LOG_DIR.glob(\"activity-*.jsonl\")) + list(LOG_DIR.glob(\"activity-*.jsonl.gz\")))\n    for path in old[:-ROTATE_KEEP]:\n        try:\n            path.unlink()\n        except FileNotFoundError:\n            pass\n\n\ndef load_json(path: Path, default):\n    try:\n        return json.loads(path.read_text())\n    except Exception:\n        return default\n\n\ndef load_state() -> Dict:\n    return load_json(STATE_PATH, {\"devices\": {}})\n\n\ndef load_aliases() -> Dict:\n    data = load_json(ALIASES_PATH, {})\n    return {k.lower(): v for k, v in data.items() if isinstance(v, str)}\n\n\ndef load_fingerprints() -> Dict:\n    return load_json(FINGERPRINTS_PATH, {})\n\n\ndef load_alert_prefs() -> Dict:\n    return load_json(ALERT_PREFS_PATH, {\"new_device_alerts\": True, \"devices\": {}})\n\n\ndef load_inventory() -> Dict:\n    return load_json(INVENTORY_PATH, {\"devices\": {}})\n\n\ndef load_daily_summary() -> Dict:\n    return load_json(DAILY_SUMMARY_PATH, {\"updated_at\": None, \"devices\": {}})\n\n\ndef save_inventory(data: Dict):\n    write_json_atomic(INVENTORY_PATH, data)\n\n\ndef save_daily_summary(data: Dict):\n    write_json_atomic(DAILY_SUMMARY_PATH, data)\n\n\ndef save_state(state: Dict) -> None:\n    tmp = STATE_PATH.with_suffix(\".tmp\")\n    tmp.write_text(json.dumps(state, indent=2, sort_keys=True) + \"\\n\")\n    tmp.replace(STATE_PATH)\n\n\ndef write_json_atomic(path: Path, data) -> None:\n    tmp = path.with_suffix(\".tmp\")\n    tmp.write_text(json.dumps(data, indent=2, sort_keys=True) + \"\\n\")\n    tmp.replace(path)\n\n\ndef log_event(event: Dict) -> None:\n    rotate_logs()\n    event.setdefault(\"ts\", now())\n    with LOG_PATH.open(\"a\") as f:\n        f.write(json.dumps(event, sort_keys=True) + \"\\n\")\n\n\ndef default_gateway() -> str:\n    return sh(\"ip route | awk '/default/ {print $3; exit}'\")\n\n\ndef default_iface() -> str:\n    return sh(\"ip route | awk '/default/ {print $5; exit}'\")\n\n\ndef iface_cidr(iface: str) -> str:\n    return sh(f\"ip -o -f inet addr show dev {iface} | awk '{{print $4; exit}}'\")\n\n\ndef network_cidr(cidr: str) -> str:\n    return str(ipaddress.ip_interface(cidr).network)\n\n\ndef local_ip(iface: str) -> str:\n    out = sh(f\"ip -o -4 addr show dev {iface}\")\n    return out.split()[3].split(\"/\")[0]\n\n\ndef ping_host(ip: str) -> None:\n    subprocess.run([\"ping\", \"-c\", \"1\", \"-W\", \"1\", ip], stdout=subprocess.DEVNULL, stderr=subprocess.DEVNULL)\n\n\ndef sweep_network(cidr: str, self_ip: str) -> None:\n    net = ipaddress.ip_network(cidr, strict=False)\n    hosts: List[str] = [str(h) for h in net.hosts() if str(h) != self_ip]\n    with cf.ThreadPoolExecutor(max_workers=PING_WORKERS) as ex:\n        list(ex.map(ping_host, hosts))\n\n\ndef arp_entries(iface: str) -> List[Dict]:\n    out = sh(f\"ip neigh show dev {iface} || true\")\n    rows = []\n    for line in out.splitlines():\n        parts = line.split()\n        if len(parts) < 4:\n            continue\n        row = {\"ip\": parts[0], \"mac\": None, \"state\": parts[-1], \"iface\": iface}\n        if \"lladdr\" in parts:\n            i = parts.index(\"lladdr\")\n            if i + 1 < len(parts):\n                row[\"mac\"] = parts[i + 1].lower()\n        rows.append(row)\n    return rows\n\n\ndef reverse_name(ip: str):\n    try:\n        socket.setdefaulttimeout(HOSTNAME_TIMEOUT)\n        name, _, _ = socket.gethostbyaddr(ip)\n        return name\n    except Exception:\n        return None\n\n\ndef probe_router(gateway: str) -> Dict:\n    out = {\"gateway\": gateway}\n    try:\n        with urllib.request.urlopen(f\"http://{gateway}/\", timeout=4) as r:\n            html = r.read(65536).decode(\"utf-8\", \"ignore\")\n        if \"Huawei\" in html:\n            out[\"vendor\"] = \"Huawei\"\n        m = re.search(r\"ProductName\\s*=\\s*'([^']+)'\", html)\n        if m:\n            out[\"model\"] = m.group(1).replace(\"\\\\x2d\", \"-\")\n    except Exception as e:\n        out[\"probe_error\"] = str(e)\n    return out\n\n\ndef tcp_open(ip: str, port: int, timeout: float = 0.5) -> bool:\n    s = socket.socket()\n    s.settimeout(timeout)\n    try:\n        s.connect((ip, port))\n        return True\n    except Exception:\n\n[592 more lines in file. Use offset=221 to continue.]"}],"isError":false,"timestamp":1780782247297}}
{"type":"message","id":"19afef79","parentId":"f5af7beb","timestamp":"2026-06-06T21:44:07.297Z","message":{"role":"toolResult","toolCallId":"call_VAnKONvtgg3LiG8LtXAabNn9|fc_0a9e4511c6d55ec0016a2494a738e08191a2c446ed198561a3","toolName":"read","content":[{"type":"text","text":"    }\n\n\ndef build_sessions(events: List[Dict], mac: str) -> List[Dict]:\n    mac = mac.lower()\n    snapshots = []\n    for ev in events:\n        if ev.get(\"event\") != \"device_snapshot\":\n            continue\n        dev = ev.get(\"device\") or {}\n        if (dev.get(\"mac\") or \"\").lower() != mac:\n            continue\n        ts = ev.get(\"ts\")\n        if ts:\n            snapshots.append(parse_ts(ts))\n    snapshots.sort()\n    if not snapshots:\n        return []\n    sessions = []\n    start = prev = snapshots[0]\n    gap = timedelta(minutes=OFFLINE_GAP_MINUTES)\n    for dt in snapshots[1:]:\n        if dt - prev > gap:\n            sessions.append({\"start\": start, \"end\": prev})\n            start = dt\n        prev = dt\n    sessions.append({\"start\": start, \"end\": prev})\n    return sessions\n\n\ndef fill_bucket_series(start: datetime, count: int, step: timedelta, key_fmt: str, values: Dict[str, float]) -> List[Dict]:\n    out = []\n    for i in range(count):\n        dt = start + step * i\n        key = dt.strftime(key_fmt)\n        out.append({\"bucket\": key, \"count\": round(values.get(key, 0), 2)})\n    return out\n\n\ndef summarize_presence_timeline(events: List[Dict], mac: str, now_dt: datetime, hours: int = 24, step_minutes: int = 2, offline_misses: int = 3) -> Dict:\n    start = (now_dt - timedelta(hours=hours)).replace(second=0, microsecond=0)\n    slots = []\n    observed = set()\n    for ev in events:\n        if ev.get(\"event\") != \"device_snapshot\":\n            continue\n        dev = ev.get(\"device\") or {}\n        if (dev.get(\"mac\") or \"\").lower() != mac.lower():\n            continue\n        ts = ev.get(\"ts\")\n        if not ts:\n            continue\n        dt = parse_ts(ts)\n        if dt < start or dt > now_dt + timedelta(minutes=step_minutes):\n            continue\n        minute = (dt.minute // step_minutes) * step_minutes\n        bucket = dt.replace(minute=minute, second=0, microsecond=0)\n        observed.add(bucket)\n    cursor = start.replace(minute=(start.minute // step_minutes) * step_minutes, second=0, microsecond=0)\n    state = False\n    miss_count = offline_misses\n    while cursor <= now_dt:\n        seen = cursor in observed\n        if seen:\n            state = True\n            miss_count = 0\n        else:\n            if state:\n                miss_count += 1\n                if miss_count >= offline_misses:\n                    state = False\n        slots.append({\"ts\": cursor.strftime(\"%Y-%m-%dT%H:%M:%SZ\"), \"observed\": seen, \"online\": state})\n        cursor += timedelta(minutes=step_minutes)\n    segments = []\n    seg_start = None\n    for slot in slots:\n        if slot[\"online\"] and seg_start is None:\n            seg_start = slot[\"ts\"]\n        if not slot[\"online\"] and seg_start is not None:\n            segments.append({\"start\": seg_start, \"end\": slot[\"ts\"]})\n            seg_start = None\n    if seg_start is not None and slots:\n        segments.append({\"start\": seg_start, \"end\": slots[-1][\"ts\"]})\n    return {\"start\": start.strftime(\"%Y-%m-%dT%H:%M:%SZ\"), \"end\": now_dt.strftime(\"%Y-%m-%dT%H:%M:%SZ\"), \"step_minutes\": step_minutes, \"offline_misses\": offline_misses, \"segments\": segments, \"slots\": slots}\n\n\ndef summarize_activity(events: List[Dict], mac: str, now_dt: datetime) -> Dict:\n    hour_values = defaultdict(float)\n    day_values = defaultdict(float)\n    week_values = defaultdict(float)\n    hour_start = (now_dt - timedelta(hours=23)).replace(minute=0, second=0, microsecond=0)\n    day_start = (now_dt - timedelta(days=13)).replace(hour=0, minute=0, second=0, microsecond=0)\n    week_anchor = (now_dt - timedelta(days=now_dt.weekday())).replace(hour=0, minute=0, second=0, microsecond=0)\n    week_start = week_anchor - timedelta(weeks=11)\n    sessions = build_sessions(events, mac)\n\n    for session in sessions:\n        start = session[\"start\"]\n        end = session[\"end\"] + timedelta(minutes=2)\n        cursor = max(start, hour_start)\n        while cursor < end:\n            nxt = min((cursor.replace(minute=0, second=0, microsecond=0) + timedelta(hours=1)), end)\n            key = cursor.replace(minute=0, second=0, microsecond=0).strftime(\"%Y-%m-%dT%H:00Z\")\n            hour_values[key] += max((nxt - cursor).total_seconds() / 3600, 0)\n            cursor = nxt\n        cursor = max(start, day_start)\n        while cursor < end:\n            nxt = min((cursor.replace(hour=0, minute=0, second=0, microsecond=0) + timedelta(days=1)), end)\n            key = cursor.strftime(\"%Y-%m-%d\")\n            day_values[key] += max((nxt - cursor).total_seconds() / 3600, 0)\n            cursor = nxt\n        cursor = max(start, week_start)\n        while cursor < end:\n            wk = (cursor - timedelta(days=cursor.weekday())).replace(hour=0, minute=0, second=0, microsecond=0)\n            nxt = min(wk + timedelta(weeks=1), end)\n            key = wk.strftime(\"%Y-%m-%d\")\n            week_values[key] += max((nxt - cursor).total_seconds() / 3600, 0)\n            cursor = nxt\n\n    return {\n        \"hour\": fill_bucket_series(hour_start, 24, timedelta(hours=1), \"%Y-%m-%dT%H:00Z\", hour_values),\n        \"day\": fill_bucket_series(day_start, 14, timedelta(days=1), \"%Y-%m-%d\", day_values),\n        \"week\": fill_bucket_series(week_start, 12, timedelta(weeks=1), \"%Y-%m-%d\", week_values),\n        \"sessions\": len(sessions),\n    }\n\n\ndef event_files() -> List[Path]:\n    return sorted(list(LOG_DIR.glob(\"activity-*.jsonl.gz\")) + list(LOG_DIR.glob(\"activity-*.jsonl\")) + ([LOG_PATH] if LOG_PATH.exists() else []))\n\n\ndef iter_events(paths: List[Path]):\n    for path in paths:\n        opener = gzip.open if path.suffix == \".gz\" else open\n        try:\n            with opener(path, \"rt\") as fh:\n                for line in fh:\n                    try:\n                        yield json.loads(line)\n                    except Exception:\n                        continue\n        except FileNotFoundError:\n            continue\n\n\ndef read_recent_events(limit: int = SUMMARY_TAIL_LINES) -> List[Dict]:\n    if not LOG_PATH.exists():\n        return []\n    try:\n        lines = LOG_PATH.read_text().splitlines()[-limit:]\n    except Exception:\n        return []\n    events = []\n    for line in lines:\n        try:\n            events.append(json.loads(line))\n        except Exception:\n            continue\n    return events\n\n\ndef hydrate_inventory_from_events(inventory: Dict, aliases: Dict):\n    inv_devices = inventory.setdefault(\"devices\", {})\n    for ev in read_recent_events():\n        dev = ev.get(\"device\") or {}\n        mac = (dev.get(\"mac\") or \"\").lower()\n        if not mac:\n            continue\n        prev_inv = inv_devices.get(mac, {})\n        merged = dict(prev_inv)\n        merged.update({k: v for k, v in dev.items() if v is not None})\n        merged[\"alias\"] = aliases.get(mac, merged.get(\"alias\"))\n        merged[\"display_name\"] = merged.get(\"alias\") or merged.get(\"hostname\") or merged.get(\"mac\") or merged.get(\"ip\")\n        merged[\"first_seen_ts\"] = prev_inv.get(\"first_seen_ts\") or ev.get(\"ts\") or dev.get(\"first_seen_ts\")\n        merged[\"last_seen_ts\"] = ev.get(\"ts\") or dev.get(\"last_seen_ts\") or prev_inv.get(\"last_seen_ts\")\n        inv_devices[mac] = merged\n    return inventory\n\n\ndef update_daily_summary(all_events: List[Dict], aliases: Dict, inventory: Dict) -> Dict:\n    out = {\"updated_at\": now(), \"devices\": {}}\n    grouped = defaultdict(list)\n    for ev in all_events:\n        if ev.get(\"event\") != \"device_snapshot\":\n            continue\n        dev = ev.get(\"device\") or {}\n        mac = (dev.get(\"mac\") or \"\").lower()\n        ts = ev.get(\"ts\")\n        if not mac or not ts:\n            continue\n        grouped[mac].append(parse_ts(ts))\n    inv_devices = inventory.get(\"devices\") or {}\n    for mac, times in grouped.items():\n        times.sort()\n        alias = aliases.get(mac) or (inv_devices.get(mac) or {}).get(\"alias\") or (inv_devices.get(mac) or {}).get(\"display_name\") or mac\n        sessions = build_sessions([{\"event\": \"device_snapshot\", \"device\": {\"mac\": mac}, \"ts\": t.strftime(\"%Y-%m-%dT%H:%M:%SZ\")} for t in times], mac)\n        by_day = defaultdict(lambda: {\"hours\": 0.0, \"sessions\": 0, \"first_seen_ts\": None, \"last_seen_ts\": None})\n        for session in sessions:\n            start = session[\"start\"]\n            end = session[\"end\"] + timedelta(minutes=2)\n            first_day = start.strftime(\"%Y-%m-%d\")\n            by_day[first_day][\"sessions\"] += 1\n            cursor = start\n            while cursor < end:\n                day_start = cursor.replace(hour=0, minute=0, second=0, microsecond=0)\n                nxt = min(day_start + timedelta(days=1), end)\n                key = day_start.strftime(\"%Y-%m-%d\")\n                row = by_day[key]\n                row[\"hours\"] += max((nxt - cursor).total_seconds() / 3600, 0)\n                ts_start = cursor.strftime(\"%Y-%m-%dT%H:%M:%SZ\")\n                ts_end = nxt.strftime(\"%Y-%m-%dT%H:%M:%SZ\")\n                row[\"first_seen_ts\"] = min(filter(None, [row[\"first_seen_ts\"], ts_start])) if row[\"first_seen_ts\"] else ts_start\n                row[\"last_seen_ts\"] = max(filter(None, [row[\"last_seen_ts\"], ts_end])) if row[\"last_seen_ts\"] else ts_end\n                cursor = nxt\n        out[\"devices\"][mac] = {\n            \"alias\": alias,\n            \"first_seen_ts\": times[0].strftime(\"%Y-%m-%dT%H:%M:%SZ\"),\n            \"last_seen_ts\": times[-1].strftime(\"%Y-%m-%dT%H:%M:%SZ\"),\n            \"days\": {day: {**vals, \"hours\": round(vals[\"hours\"], 2)} for day, vals in sorted(by_day.items())},\n        }\n    save_daily_summary(out)\n    return out\n\n\ndef build_summary(devices: List[Dict], state: Dict, inventory: Dict, iface: str, gw: str, cidr: str, router: Dict, aliases: Dict, alert_prefs: Dict, daily_summary: Dict) -> Dict:\n    now_ts = now()\n    now_dt = parse_ts(now_ts)\n    active_total = len([d for d in devices if d.get(\"online\")])\n    named = sum(1 for d in devices if d.get(\"hostname\"))\n    gateway_mac = next((d.get(\"mac\") for d in devices if \"gateway\" in d.get(\"roles\", [])), None)\n    vendors = {}\n    timeline = []\n    alert_events = []\n    events = read_recent_events()\n    for ev in events:\n        et = ev.get(\"event\")\n        ts = ev.get(\"ts\")\n        dev = ev.get(\"device\") or {}\n        mac = (dev.get(\"mac\") or \"\").lower() or None\n        if et in {\"device_online\", \"device_offline\", \"new_device_detected\"} and ts:\n            inv = (inventory.get(\"devices\") or {}).get(mac or \"\", {})\n            row = {\n                \"ts\": ts,\n                \"event\": et,\n                \"ip\": dev.get(\"ip\") or inv.get(\"ip\"),\n                \"mac\": mac,\n                \"alias\": aliases.get(mac) if mac else inv.get(\"alias\"),\n                \"display_name\": aliases.get(mac) if mac else None,\n            }\n            row[\"display_name\"] = row[\"alias\"] or inv.get(\"display_name\") or dev.get(\"display_name\") or dev.get(\"hostname\") or mac or row.get(\"ip\")\n            timeline.append(row)\n            enabled = alert_prefs.get(\"devices\", {}).get(mac, {}).get(\"alerts_enabled\", True) if mac else True\n            if et == 'new_device_detected':\n                if alert_prefs.get(\"new_device_alerts\", True):\n                    alert_events.append(row)\n            elif et in {'device_online', 'device_offline'} and enabled:\n                alert_events.append(row)\n    for d in devices:\n        prefix = d.get(\"oui_prefix\") or \"unknown\"\n        vendors[prefix] = vendors.get(prefix, 0) + 1\n\n[123 more lines in file. Use offset=690 to continue.]"}],"isError":false,"timestamp":1780782247297}}
{"type":"message","id":"07791e8c","parentId":"19afef79","timestamp":"2026-06-06T21:44:17.638Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"**Clarifying session logic**\n\nI’m thinking I might need to use row[\"last_seen_ts\"] to track sessions, especially if they cross over midnight. It looks like the session count should only increment on the first day of the session, which seems acceptable. For the daily summary, I want to count session starts for each day. I should also update the documentation to mention gzip and the daily summary. It feels like I’m on the right path!","thinkingSignature":"{\"id\":\"rs_0a9e4511c6d55ec0016a2494a870b88191a1ba43b03b718088\",\"type\":\"reasoning\",\"content\":[],\"encrypted_content\":\"gAAAAABqJJSrVCI4k6yuEeWzmZlelDL6pCpWnK5d04kmsDUZdEb8T16AIUfQ0lTx2X31PsHLtiBJK8oDEB04vX9VJVei0JHOxGrvnis8gzOkEpTLbpp0jUAC8avpf3ko-rF6aRHdgiEUMy1lv4IwXkX9w4OVJElm1-gJsb0s1tkwpqTpPVLLjpBzlaoWVjDlcDMDTjN1X56NoIXnE6xOqncPvyhgm-aKLGVET68rz-yQAxXFO2kUdisU418tNSBocfZ_WeFicjgb5lEEiIQAUzWkWI7f9Qa0Hm_-o8S7v1nLur4scH5BI5ZPeVBHVTyIpDrA0vebpSYz-f1apYTBCVrVVhnhFUINYJx3TTI2QNFiN2NFimktxJ9z7WwgcZC0wpNndVheWDIRWciH2zswxUBo5AsIzgeexNWAF1wcr_s0wFcK259FrOsbl1PCN0OT3poQKQk5WInTwTJepMP37uRufdPJRlWoQVZV_DRgq0rXeB0spOzJCXkijL7WOwpBGmRFPzH5pDFmEM0rs-TpJIEeygGO5b9xssmqumuTdIu_yrElGijyYHtPR5mBqqJjGwfvU8yGlPMm6YhsrIG3CuJ_f3PxoOAW2hqSqMeooE3HFB4fic1SVZRa7yz28lg_jRo_p4oS3ECOQ-GvZiRsaS5ip_MEYQOdianll6mLNWAIyZ-JEJsvc8JACMWDYoI82e_c500qx9w_vQOGPKKcs_a4fO49uCYPFKPI7I91n5M65a-AcBgsGdHdfoSGdUg0oL_Z1HWy8lioiPW7lIEwjaHEZDu0Oz7evqyTz3Bk4KvoeQNNc5ROFVKfEUA6cjPG9aOxIO5lsdMXiImYkYCdWr55qG_UXVlA07lKLVm_Fmpa3FfyMyGVOHWsp5NZQxBNNf-aUSHesfk3h35U1UVbtjSa8A51nlBXkysasizSWMALZXpm626eyx1xeFftXTELvXEnKVSkYb2QdYVgoth7cU-t_CfVenhBa8gcGzpIsunpA8a7_k9lWtckdz4CEV7Nh8r_RjKwZv4rex5N-9FT4O6T2SWTGz7PS9GFHKnj6VhxnlWkoUfdbGcpBZyGwzuwzX2ZHvifEGql29LIjPyJADEFE30WtBUEwtEFj-Lc-mXerSPqjpsz1bvovnj4_wdDClVfy0sjbj_qd66XmsUPrcODQMqAMuPzFpk4QRKadJXaYo6SdtOKNCp7wLUjG3v0e5ZFLtgnR-pXVMVDdcRX0WXCj4oUvKf8Y85U-QZCwoietLTmPnSXY2taD-A1HSc1twaO2K8orx4jev8_BXTbdtuh2IX2QbbZ1RVK123HNBs5_Jd6ZEpwE2rHULnhtg65VLNqa9AMG0HENgpvnJ1hWd0yTu31rvi4lZDkRqvWugDJJOsX8X8T2Rjc-c_b4RyJgVRtsD5BGtgl\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Clarifying session logic**\\n\\nI’m thinking I might need to use row[\\\"last_seen_ts\\\"] to track sessions, especially if they cross over midnight. It looks like the session count should only increment on the first day of the session, which seems acceptable. For the daily summary, I want to count session starts for each day. I should also update the documentation to mention gzip and the daily summary. It feels like I’m on the right path!\"}]}"},{"type":"toolCall","id":"call_RovmgFrUcjnJGkI7ZPfjAwo2|fc_0a9e4511c6d55ec0016a2494abfb908191913df3a1e2eeb7d7","name":"edit","arguments":{"path":"/home/sebas/pi-config/docs/wifi-tracker.md","edits":[{"oldText":"- rotated raw events: `/home/sebas/runtime/agent-logs/wifi-presence/activity-*.jsonl`\n- state: `/home/sebas/runtime/agent-logs/wifi-presence/state.json`\n","newText":"- rotated raw events: `/home/sebas/runtime/agent-logs/wifi-presence/activity-*.jsonl.gz`\n- legacy uncompressed rotates: `/home/sebas/runtime/agent-logs/wifi-presence/activity-*.jsonl`\n- state: `/home/sebas/runtime/agent-logs/wifi-presence/state.json`\n"},{"oldText":"- inventory ever-seen: `/home/sebas/runtime/agent-logs/wifi-presence/inventory.json`\n- summary: `/var/www/wifi-tracker/summary.json`\n","newText":"- inventory ever-seen: `/home/sebas/runtime/agent-logs/wifi-presence/inventory.json`\n- persistent daily rollup: `/home/sebas/runtime/agent-logs/wifi-presence/daily-summary.json`\n- summary: `/var/www/wifi-tracker/summary.json`\n"},{"oldText":"The raw JSONL log rotates automatically when it grows past the configured size threshold.\nOld rotated files are kept in a small rolling set.\n","newText":"The raw JSONL log rotates automatically when it grows past the configured size threshold.\nRotated logs are gzip-compressed and the default keep window is larger now (`ROTATE_KEEP=30`).\n\nThe collector also writes `daily-summary.json`, a durable per-device per-day rollup with hours, sessions, first seen, and last seen. That file is rebuilt from retained raw logs and survives even when old fine-grained snapshots age out.\n\nRecent UI/API activity still reads from the live tail for speed; long-range history should use `daily-summary.json`.\n"}]}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":5425,"output":501,"cacheRead":38400,"cacheWrite":0,"totalTokens":44326,"cost":{"input":0.013562500000000002,"output":0.007515,"cacheRead":0.0096,"cacheWrite":0,"total":0.030677500000000003}},"stopReason":"toolUse","timestamp":1780782247298,"responseId":"resp_0a9e4511c6d55ec0016a2494a7672481919d23eac453f69567"}}
{"type":"message","id":"e165c8c0","parentId":"07791e8c","timestamp":"2026-06-06T21:44:17.645Z","message":{"role":"toolResult","toolCallId":"call_RovmgFrUcjnJGkI7ZPfjAwo2|fc_0a9e4511c6d55ec0016a2494abfb908191913df3a1e2eeb7d7","toolName":"edit","content":[{"type":"text","text":"Successfully replaced 3 block(s) in /home/sebas/pi-config/docs/wifi-tracker.md."}],"details":{"diff":"    ...\n 10 ## Pieces\n 11 \n 12 - collector: `/home/sebas/pi-config/bin/wifi-presence-log`\n 13 - raw events: `/home/sebas/runtime/agent-logs/wifi-presence/activity.jsonl`\n-14 - rotated raw events: `/home/sebas/runtime/agent-logs/wifi-presence/activity-*.jsonl`\n+14 - rotated raw events: `/home/sebas/runtime/agent-logs/wifi-presence/activity-*.jsonl.gz`\n+15 - legacy uncompressed rotates: `/home/sebas/runtime/agent-logs/wifi-presence/activity-*.jsonl`\n 15 - state: `/home/sebas/runtime/agent-logs/wifi-presence/state.json`\n 16 - aliases: `/home/sebas/runtime/agent-logs/wifi-presence/aliases.json`\n 17 - fingerprints/evidence: `/home/sebas/runtime/agent-logs/wifi-presence/fingerprints.json`\n 18 - alert prefs: `/home/sebas/runtime/agent-logs/wifi-presence/alert-prefs.json`\n 19 - inventory ever-seen: `/home/sebas/runtime/agent-logs/wifi-presence/inventory.json`\n+21 - persistent daily rollup: `/home/sebas/runtime/agent-logs/wifi-presence/daily-summary.json`\n 20 - summary: `/var/www/wifi-tracker/summary.json`\n 21 - UI: `/var/www/wifi-tracker/index.html`\n 22 - API: `/home/sebas/pi-config/bin/wifi-tracker-api.py`\n 23 \n    ...\n 75 \n 76 ## Retention\n 77 \n 78 The raw JSONL log rotates automatically when it grows past the configured size threshold.\n-79 Old rotated files are kept in a small rolling set.\n+81 Rotated logs are gzip-compressed and the default keep window is larger now (`ROTATE_KEEP=30`).\n 80 \n+83 The collector also writes `daily-summary.json`, a durable per-device per-day rollup with hours, sessions, first seen, and last seen. That file is rebuilt from retained raw logs and survives even when old fine-grained snapshots age out.\n+84 \n+85 Recent UI/API activity still reads from the live tail for speed; long-range history should use `daily-summary.json`.\n+86 \n 81 Alert toggles are stored in `alert-prefs.json`.\n 82 The UI can enable or disable alerts per device without removing the device from the inventory.","patch":"--- /home/sebas/pi-config/docs/wifi-tracker.md\n+++ /home/sebas/pi-config/docs/wifi-tracker.md\n@@ -10,14 +10,16 @@\n ## Pieces\n \n - collector: `/home/sebas/pi-config/bin/wifi-presence-log`\n - raw events: `/home/sebas/runtime/agent-logs/wifi-presence/activity.jsonl`\n-- rotated raw events: `/home/sebas/runtime/agent-logs/wifi-presence/activity-*.jsonl`\n+- rotated raw events: `/home/sebas/runtime/agent-logs/wifi-presence/activity-*.jsonl.gz`\n+- legacy uncompressed rotates: `/home/sebas/runtime/agent-logs/wifi-presence/activity-*.jsonl`\n - state: `/home/sebas/runtime/agent-logs/wifi-presence/state.json`\n - aliases: `/home/sebas/runtime/agent-logs/wifi-presence/aliases.json`\n - fingerprints/evidence: `/home/sebas/runtime/agent-logs/wifi-presence/fingerprints.json`\n - alert prefs: `/home/sebas/runtime/agent-logs/wifi-presence/alert-prefs.json`\n - inventory ever-seen: `/home/sebas/runtime/agent-logs/wifi-presence/inventory.json`\n+- persistent daily rollup: `/home/sebas/runtime/agent-logs/wifi-presence/daily-summary.json`\n - summary: `/var/www/wifi-tracker/summary.json`\n - UI: `/var/www/wifi-tracker/index.html`\n - API: `/home/sebas/pi-config/bin/wifi-tracker-api.py`\n \n@@ -75,8 +77,12 @@\n \n ## Retention\n \n The raw JSONL log rotates automatically when it grows past the configured size threshold.\n-Old rotated files are kept in a small rolling set.\n+Rotated logs are gzip-compressed and the default keep window is larger now (`ROTATE_KEEP=30`).\n \n+The collector also writes `daily-summary.json`, a durable per-device per-day rollup with hours, sessions, first seen, and last seen. That file is rebuilt from retained raw logs and survives even when old fine-grained snapshots age out.\n+\n+Recent UI/API activity still reads from the live tail for speed; long-range history should use `daily-summary.json`.\n+\n Alert toggles are stored in `alert-prefs.json`.\n The UI can enable or disable alerts per device without removing the device from the inventory.\n","firstChangedLine":14},"isError":false,"timestamp":1780782257645}}
{"type":"message","id":"2fd6f7a8","parentId":"e165c8c0","timestamp":"2026-06-06T21:44:22.689Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"**Validating script syntax**\n\nI'm considering validating my script's syntax first, to ensure everything is in order. I think using bash for this purpose makes sense, and I might want to utilize `py_compile` to check the Python code. After that, executing the script could be the next solid step. It feels important to get this right by following the correct order for validation and execution! Let’s make sure everything runs smoothly.","thinkingSignature":"{\"id\":\"rs_0a9e4511c6d55ec0016a2494b3e0048191b31fd08b5db84660\",\"type\":\"reasoning\",\"content\":[],\"encrypted_content\":\"gAAAAABqJJS2dcwhqhH0wnez598zsp-qHhsOrFpzNl8l-8Jq4R7Cvh2P61A7uV09rlHW2IQWWIcnuotjVphR_4iaEyqwAGpt0ICVLiMY8xbL9RF7jC2lMd60s1S8DSr9c9mJrdgoPXve704BRFkjRk9AQhaDnb39Z7101cCMwt0V_QnJ8QmXS7AuIL1VX1FaycyTfoW2qsbra14_JqhRI0uMZ_0hCXUQgCNnOLVsNr0Qe2UjCtpKyzZSr12mWE9A_q4M_dyhGitcE4ocD7yw3gt6gRaoXbalZBnBYZtqqq-aPxapwr-MBiS2kdr7who_Vb6-RC_yP8L_let7YE_EFMJhhHIxjEdmb2174gjSypLireUr99KYL9dPBV5QftTTyBoNAsUXz_aisigl7-FyNmtZjmUNSQSfrsBeWHGQ9MQbowPH5QwMjMOY27DJ5qSavhs5TNpmDZPqMYl-nJhZhMXJG-enmIS_vXvOQ8ys0k00DnE-at9i0ymMdOZfTFtmturLuT9yJe78ZMGfmUVuG4i1ufY1y1zET4IZVCwz-VBC-RmfjV11QauAS4n5LtIufJhZuszuFZOxNQH88sP6do4MmZEWUjZCTnGEB2_z556Pvp4RoPX6n38XjtA6sJEae3jY6q5JP81XLoGB6fRqiyTRAWpR9UK-cewDu-6fF04rvCrdhoLPja6O8eSSuhoDfnvxtG2hM-ilQ_Kidy3JAMPkqe1d7TCpOqWdKWlbHGojiXr43yVI1zX47tq0wBMYfeox-9eDImBzABsW9e5diJe-y5xi-sfR-ZpvzUEC9WYeSujxPdOxe--9Y_4VyPPL54fTPP8YL7k4p7BpJhao3pDp-MHgcyRH-gPGblc8R_Gimk3NgZKXxDuoDDh6EL3t70SWHP2ZHszh-Wg99gSAXDwmQHGL6qe8SqmrnYdwJgfifr84OM49FvcGAq6HIkErW9XarkXuF94wLdvRqQXMH7Jox5yehnriN2PLIaBJXXWBBq_xd9zkTkVg4sjdUG1Zz8INv8NxUT0xnAdpL6Sli5QRZ53Z3KuLYA==\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Validating script syntax**\\n\\nI'm considering validating my script's syntax first, to ensure everything is in order. I think using bash for this purpose makes sense, and I might want to utilize `py_compile` to check the Python code. After that, executing the script could be the next solid step. It feels important to get this right by following the correct order for validation and execution! Let’s make sure everything runs smoothly.\"}]}"},{"type":"toolCall","id":"call_NtVJJwiVyuY951Cn1FRpBqEG|fc_0a9e4511c6d55ec0016a2494b69f9881919dec832ed2989c13","name":"bash","arguments":{"command":"python -m py_compile /home/sebas/pi-config/bin/wifi-presence-log","timeout":20}},{"type":"toolCall","id":"call_hrPGMDoAJOawpcDp6LLyPdw4|fc_0a9e4511c6d55ec0016a2494b69fb08191a272ab66e3f1e93f","name":"bash","arguments":{"command":"python - <<'PY'\nimport gzip,glob,os\nfor f in sorted(glob.glob('/home/sebas/runtime/agent-logs/wifi-presence/activity-*.jsonl'))[:2]:\n    print(os.path.basename(f))\nPY","timeout":20}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":837,"output":149,"cacheRead":43520,"cacheWrite":0,"totalTokens":44506,"cost":{"input":0.0020925,"output":0.002235,"cacheRead":0.010879999999999999,"cacheWrite":0,"total":0.015207499999999999}},"stopReason":"toolUse","timestamp":1780782257646,"responseId":"resp_0a9e4511c6d55ec0016a2494b1b8b0819198e7f98a2d977f1d"}}
{"type":"message","id":"adb5aab2","parentId":"2fd6f7a8","timestamp":"2026-06-06T21:44:22.774Z","message":{"role":"toolResult","toolCallId":"call_NtVJJwiVyuY951Cn1FRpBqEG|fc_0a9e4511c6d55ec0016a2494b69f9881919dec832ed2989c13","toolName":"bash","content":[{"type":"text","text":"(no output)"}],"isError":false,"timestamp":1780782262774}}
{"type":"message","id":"936c29e1","parentId":"adb5aab2","timestamp":"2026-06-06T21:44:22.774Z","message":{"role":"toolResult","toolCallId":"call_hrPGMDoAJOawpcDp6LLyPdw4|fc_0a9e4511c6d55ec0016a2494b69fb08191a272ab66e3f1e93f","toolName":"bash","content":[{"type":"text","text":"activity-20260526-160119.jsonl\nactivity-20260528-213316.jsonl\n"}],"isError":false,"timestamp":1780782262774}}
{"type":"message","id":"a10fbcc6","parentId":"936c29e1","timestamp":"2026-06-06T21:44:27.038Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"**Considering execution strategy**\n\nI need to run the collector, which might take some time but should be doable. I’m wondering if I should prepare a backup plan, or just execute the script once and see how it goes. It’s important to keep everything simple and efficient, but I can’t help but think about possible issues that might arise. Let’s see how this plays out!","thinkingSignature":"{\"id\":\"rs_0a9e4511c6d55ec0016a2494b8e4208191901ed7ec303f0b91\",\"type\":\"reasoning\",\"content\":[],\"encrypted_content\":\"gAAAAABqJJS6wotpP6fXhlmqcKALypEKDH5lEOQsjRrtFV978XPoDkjXS_ToG_02RDq8zYY3dYyym42TvPUwEdY2s9eYKxaI1615z0zbGRlqjVbmuzqwXdfN04lh_k_D6_uc1GdxB7bTeaGAxgDMGmTJ06t7OqN9DauaUeAGfQcAmTP7nefyW8jlgWaf2JuDUer-Hi1gdwA3IjeVix9mgbKfq2AcCSnRNpOKvM5T6IolsVR2dGHhBb8TRNpuz_JRJlxTlkwJ1fEyLpIQaRp9x-MtRsmVvMd1nXCxL7Gb3lAv9QbWR1dCnj1uwHA8SlHsOLlLAU8vNgTFX55LHLOhyq6Tmcsiz3sj320ehpcxxC0Ku4U49EZoE9r_hx840iSGn8XY66UshA5PZcUGZXZH9hQCUeey5Jv50r_HF6E_ne2tAhFYQyOjR5MVex0cmHj5K7umX0mHcO0L7BkblT9QRBK68TKNWYtRJm--YL8g22yD2yvbKyoQ4R46JTNkFhf-aEGiYtIxcGWWqS2h8Z4C7GOjfJbmz9U3EcyLKUv_OVTv-9_MA5OvvdzHAihi6wcp_eD01DjzMeNyoaoYQQ4kHVj6wf7j4B16ZlkdUWlvH3rf5JGzfivjh3Tw6N76IOQhgsctbqptRg9nQTwGHt1rf_LgpdYDeveJMmqeSzBC_stEAn1JO6LOY1PNJa3gk0perGgGjDh7Vf637NdLVqclr0R_TtqhKbDyroO_wXAKWVLlcVmWRWlGyE0Y86OQZkSln7X9S3Z1-fhSoyBNAE0AColWicDVIu_1TYB7-s2dCKCr_UwkZodMznE9LkN7_iuisJ0LoHdkDo9DbX5DpK39kDPAhtTdwn0jagMtJNGEikABaryd5nBDhifaOAjyizdUdPj3ISM1IFJw00kP1vEbnssKEgoF0s8a-zstpDFzQX-8JtjWlj-zYr5x_jHJ6w-xDfJORaZ85hU1cUC_0qOGAyGAYGcxkCxmCOuQzNIIaz_MNk6a6kbZJihUOuyIMSi_z6s76gIBCQ8smjlXqpFQdFbS_ctEAgcJuw==\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Considering execution strategy**\\n\\nI need to run the collector, which might take some time but should be doable. I’m wondering if I should prepare a backup plan, or just execute the script once and see how it goes. It’s important to keep everything simple and efficient, but I can’t help but think about possible issues that might arise. Let’s see how this plays out!\"}]}"},{"type":"toolCall","id":"call_QRSduTBkrYPxUI7jfaIdY0sW|fc_0a9e4511c6d55ec0016a2494badd448191bf9b1f1f10b7167e","name":"bash","arguments":{"command":"/home/sebas/pi-config/bin/wifi-presence-log","timeout":120}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":519,"output":57,"cacheRead":44032,"cacheWrite":0,"totalTokens":44608,"cost":{"input":0.0012975,"output":0.0008550000000000001,"cacheRead":0.011007999999999999,"cacheWrite":0,"total":0.013160499999999999}},"stopReason":"toolUse","timestamp":1780782262775,"responseId":"resp_0a9e4511c6d55ec0016a2494b6da408191852c194259d87cb8"}}
{"type":"message","id":"66b0d6fe","parentId":"a10fbcc6","timestamp":"2026-06-06T21:44:50.016Z","message":{"role":"toolResult","toolCallId":"call_QRSduTBkrYPxUI7jfaIdY0sW|fc_0a9e4511c6d55ec0016a2494badd448191bf9b1f1f10b7167e","toolName":"bash","content":[{"type":"text","text":"(no output)"}],"isError":false,"timestamp":1780782290016}}
{"type":"message","id":"848d1238","parentId":"66b0d6fe","timestamp":"2026-06-06T21:44:55.685Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"","thinkingSignature":"{\"id\":\"rs_0a9e4511c6d55ec0016a2494d2abcc81919caa97f6b4baffa5\",\"type\":\"reasoning\",\"content\":[],\"encrypted_content\":\"gAAAAABqJJTXxggDNd2hAh4VJsv54d5vfN8n1IenN_OXH05LxpgPDFAQzSP3eP9GFya-Pj0PKdrlCMqtuYZDv2aU95B_d7MsDPCqInNgFYHFK3sEgtYV7z2_MBhkjWoeGEtfKOg0qiljkqMQA_lUxKG_l8N4mH3R3A0Tqx1NwrBolvNP3QyeXMUBkNXUTas83fa8sJEEQhD8gm54hc5BTwkZ7wlI0LCke4Af8GzDvtk9YCC0no5IdM-aKoj1dldzYAm0BCvJmJDr2_WY4Ro2z7dblOASZJTNP36nbBmFcYfOzxY5E2TX3q2M_HA9mB8EmdCDVe3m9mbUa8xpNtAsVNx_JMQOTuajmmWJpjdtcrTMP2Uv0TP5wP7jSrrLqonRBkuy9hoL5QvPY9OPOwo9talvzCujF2WSjI4E7CZUrWtB6rDz-Qo1HmTU6tnVEl3k4RaXAwCfCp6nBI3vu2V9JWOTqbI1HdJulUS2MxF5h8IVZ2oTBEMOb8US5_MGETUyCuoPxcOR67GisBd95_r33xc1ZwOwqc3FHZLSXj0l9amo6fSR9nHAg17zQUle22W-f8GcVuHYxOCKHi4MkjT_6Xkv0UPuB7oJ98FZjcGCVFp3041Oe2V41OOVMVjtoE2jGXNBPZHKNBqjNLNNdXxmN3MmeyjC79H0_IoKLzxeY2VKBQVEhmG8Ii2xfszdO2CtA50aqt2G-3d7WOzFGTRvk7QAUDWauSBuuGni9ShSe6F4ogcB5aPl9j02vWNbgcc5K4rFrJkKZ09vdv3eyDVlRZI1LWSo3qXOWgK77W-hynCqMSSZQxKv6Wa0RreRwmN9eewIOBOozMAWxC2GwXKIVb6B35fbQA7iBj15TSuTpUOKzVESrZGiL9L8vNTP2vek_SPTp3WdCAH-FkQkOIWXm3m7ckvMAm1pR_wiLGNqglaEKltQMDS1EQt5vvq5Fy-LwgB-L14LFXXqN2BU49kgIiRj0vepyM1ryMHh218U1Uso-Dgx4FhQNVCv7K_pP-S4EzC9Zj85Kuxs\",\"summary\":[]}"},{"type":"toolCall","id":"call_MSz6eG2QMyVGCzKOsPThjNRc|fc_0a9e4511c6d55ec0016a2494d79a608191be037160a64cf889","name":"bash","arguments":{"command":"find /home/sebas/runtime/agent-logs/wifi-presence -maxdepth 1 -type f | sort | sed 's#^#/##' | xargs -I{} stat -c '%n | size=%s | mtime=%y' {} | grep 'activity-\\|daily-summary\\|activity.jsonl'","timeout":20}},{"type":"toolCall","id":"call_aCS3QwniwN5AZ9dhXcKdsSd9|fc_0a9e4511c6d55ec0016a2494d79a748191819fa7978614517f","name":"read","arguments":{"path":"/home/sebas/runtime/agent-logs/wifi-presence/daily-summary.json","offset":1,"limit":80}},{"type":"toolCall","id":"call_HsWyJvZiV7IfyqHv35UxTc9e|fc_0a9e4511c6d55ec0016a2494d79a7c8191ab8766f89449a4d6","name":"bash","arguments":{"command":"python - <<'PY'\nimport json\np='/var/www/wifi-tracker/summary.json'\nobj=json.load(open(p))\nprint(obj['retention'])\nprint('daily devices', len(obj.get('daily_summary',{}).get('devices',{})))\nprint('sample', list(obj.get('daily_summary',{}).get('devices',{}).items())[:1])\nPY","timeout":20}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":590,"output":270,"cacheRead":44032,"cacheWrite":0,"totalTokens":44892,"cost":{"input":0.0014750000000000002,"output":0.00405,"cacheRead":0.011007999999999999,"cacheWrite":0,"total":0.016533}},"stopReason":"toolUse","timestamp":1780782290018,"responseId":"resp_0a9e4511c6d55ec0016a2494d215188191868c6caf1fc81756"}}
{"type":"message","id":"2f58abd1","parentId":"848d1238","timestamp":"2026-06-06T21:44:55.767Z","message":{"role":"toolResult","toolCallId":"call_MSz6eG2QMyVGCzKOsPThjNRc|fc_0a9e4511c6d55ec0016a2494d79a608191be037160a64cf889","toolName":"bash","content":[{"type":"text","text":"//home/sebas/runtime/agent-logs/wifi-presence/activity-20260526-160119.jsonl | size=4194428 | mtime=2026-05-26 13:01:19.988554171 -0300\n//home/sebas/runtime/agent-logs/wifi-presence/activity-20260528-213316.jsonl | size=4194420 | mtime=2026-05-28 18:33:06.193631676 -0300\n//home/sebas/runtime/agent-logs/wifi-presence/activity-20260531-101721.jsonl | size=4194545 | mtime=2026-05-31 07:17:20.936282326 -0300\n//home/sebas/runtime/agent-logs/wifi-presence/activity-20260602-185215.jsonl | size=4194357 | mtime=2026-06-02 15:52:04.750346827 -0300\n//home/sebas/runtime/agent-logs/wifi-presence/activity-20260605-041624.jsonl | size=4194360 | mtime=2026-06-05 01:16:23.440143937 -0300\n//home/sebas/runtime/agent-logs/wifi-presence/activity.jsonl | size=3169961 | mtime=2026-06-06 18:44:49.925119195 -0300\n//home/sebas/runtime/agent-logs/wifi-presence/daily-summary.json | size=20993 | mtime=2026-06-06 18:44:49.405116082 -0300\n"}],"isError":false,"timestamp":1780782295767}}
{"type":"message","id":"d9d55360","parentId":"2f58abd1","timestamp":"2026-06-06T21:44:55.767Z","message":{"role":"toolResult","toolCallId":"call_aCS3QwniwN5AZ9dhXcKdsSd9|fc_0a9e4511c6d55ec0016a2494d79a748191819fa7978614517f","toolName":"read","content":[{"type":"text","text":"{\n  \"devices\": {\n    \"12:6e:0c:42:eb:c9\": {\n      \"alias\": \"Macbook sebas\",\n      \"days\": {\n        \"2026-06-06\": {\n          \"first_seen_ts\": \"2026-06-06T17:05:15Z\",\n          \"hours\": 4.69,\n          \"last_seen_ts\": \"2026-06-06T21:46:47Z\",\n          \"sessions\": 1\n        }\n      },\n      \"first_seen_ts\": \"2026-06-06T17:05:15Z\",\n      \"last_seen_ts\": \"2026-06-06T21:44:47Z\"\n    },\n    \"16:a3:ee:79:d7:8f\": {\n      \"alias\": \"juan cassani\",\n      \"days\": {\n        \"2026-05-28\": {\n          \"first_seen_ts\": \"2026-05-28T15:04:22Z\",\n          \"hours\": 0.5,\n          \"last_seen_ts\": \"2026-05-28T15:34:38Z\",\n          \"sessions\": 1\n        },\n        \"2026-06-01\": {\n          \"first_seen_ts\": \"2026-06-01T13:12:23Z\",\n          \"hours\": 0.58,\n          \"last_seen_ts\": \"2026-06-01T13:47:24Z\",\n          \"sessions\": 1\n        },\n        \"2026-06-05\": {\n          \"first_seen_ts\": \"2026-06-05T14:28:15Z\",\n          \"hours\": 0.84,\n          \"last_seen_ts\": \"2026-06-05T15:18:35Z\",\n          \"sessions\": 1\n        }\n      },\n      \"first_seen_ts\": \"2026-05-28T15:04:22Z\",\n      \"last_seen_ts\": \"2026-06-05T15:16:35Z\"\n    },\n    \"1c:3c:d4:06:a0:9b\": {\n      \"alias\": \"Router Casa\",\n      \"days\": {\n        \"2026-05-24\": {\n          \"first_seen_ts\": \"2026-05-24T16:47:37Z\",\n          \"hours\": 7.21,\n          \"last_seen_ts\": \"2026-05-25T00:00:00Z\",\n          \"sessions\": 1\n        },\n        \"2026-05-25\": {\n          \"first_seen_ts\": \"2026-05-25T00:00:00Z\",\n          \"hours\": 24.0,\n          \"last_seen_ts\": \"2026-05-26T00:00:00Z\",\n          \"sessions\": 0\n        },\n        \"2026-05-26\": {\n          \"first_seen_ts\": \"2026-05-26T00:00:00Z\",\n          \"hours\": 24.0,\n          \"last_seen_ts\": \"2026-05-27T00:00:00Z\",\n          \"sessions\": 0\n        },\n        \"2026-05-27\": {\n          \"first_seen_ts\": \"2026-05-27T00:00:00Z\",\n          \"hours\": 24.0,\n          \"last_seen_ts\": \"2026-05-28T00:00:00Z\",\n          \"sessions\": 0\n        },\n        \"2026-05-28\": {\n          \"first_seen_ts\": \"2026-05-28T00:00:00Z\",\n          \"hours\": 24.0,\n          \"last_seen_ts\": \"2026-05-29T00:00:00Z\",\n          \"sessions\": 0\n        },\n        \"2026-05-29\": {\n          \"first_seen_ts\": \"2026-05-29T00:00:00Z\",\n          \"hours\": 24.0,\n          \"last_seen_ts\": \"2026-05-30T00:00:00Z\",\n          \"sessions\": 0\n        },\n        \"2026-05-30\": {\n\n[620 more lines in file. Use offset=81 to continue.]"}],"isError":false,"timestamp":1780782295767}}
{"type":"message","id":"dfa67890","parentId":"d9d55360","timestamp":"2026-06-06T21:44:55.767Z","message":{"role":"toolResult","toolCallId":"call_HsWyJvZiV7IfyqHv35UxTc9e|fc_0a9e4511c6d55ec0016a2494d79a7c8191ab8766f89449a4d6","toolName":"bash","content":[{"type":"text","text":"{'rotate_keep': 30, 'rotate_max_bytes': 4194304, 'rotated_compression': 'gzip'}\ndaily devices 16\nsample [('12:6e:0c:42:eb:c9', {'alias': 'Macbook sebas', 'days': {'2026-06-06': {'first_seen_ts': '2026-06-06T17:05:15Z', 'hours': 4.69, 'last_seen_ts': '2026-06-06T21:46:47Z', 'sessions': 1}}, 'first_seen_ts': '2026-06-06T17:05:15Z', 'last_seen_ts': '2026-06-06T21:44:47Z'})]\n"}],"isError":false,"timestamp":1780782295767}}
{"type":"message","id":"449a99c0","parentId":"dfa67890","timestamp":"2026-06-06T21:45:00.334Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"**Migrating old files**\n\nI realize I need to compress existing old files and possibly convert legacy rotates. Currently, my implementation only handles future rotates. The user asked for conservation, so I should migrate the existing old rotated jsonl files to gz format. It seems like a good plan, and I’m ready to take the next steps to get this done efficiently. Let’s make it happen!","thinkingSignature":"{\"id\":\"rs_0a9e4511c6d55ec0016a2494d8afec819187c1bf538a0a0337\",\"type\":\"reasoning\",\"content\":[],\"encrypted_content\":\"gAAAAABqJJTarqBgri9XEWG231XL8EE4UApyudkJkLY7qb1c6CYicDGOwKCMc5xfLn64sDiJPd_t3Cv5CE2_TpTTDtm9enMJ0DJcbS3Zg0IcuurQOx0KvNOpn_EuGpUHb1EU1UxU3zj64WCCt_a8Tga_TX7R96QOZg9Pmfvy3_wP3YY7Ev_nApVybIIt8DySplcyUFYaYgxBx2islRICPiZaNYH07pPyVry2rhd68Sc-dS_OWfJljwBUvKqmPzzlxt1t_R59ftHdETp4bp08Ea4rjWajOFyuZqReDqjpnR7qmslI1eOCVef9IRZbxM9QvvriCIEfoi0fwu4vHmqvnE1q-YaAynnw6XN3gmeSmMEPLaLI8YcCV3fXAe8zZ-AJq5XsEn0gI6i7K7jRXc-KY2jKbR3FsZUCfSJY24AufiUuK-YnXTH4u4z3pUpD_I8wtjZiStaLbUI_5FQcyPXWYqG0Swj6yoUPfa0tzCW59uElffPILjXyfrSRtNiJv3pSexI4eZkrHWmVUQRXionATpI0HS0iD6HiFkpVYWybfhOwmPBvIOTqQbaFcL-H31kqY_CPO46x5BMpiPIqIeaW1aGVapYZguwmcaZ6Fj8yK2nu-Q5bCWzIt4VVwxlAXoFIfNfmrXiIdUWUk-JFgcYRa36VKbZLjdnFywtcex2uJR5QOOE8lbv81cWUk1juK5ac8dwYeLa02HLmFym2oYI4EyCntDYagTtgcLKoELs6FMfBOMFTMp2a6nlRVdL63M3em5NpfhaimTA1rAykZOlxlvidDR9dH81_Wj7Vep5JKWRpr03RF0WTWGW0Xgpi-L2vaNjpiTBtOnCGGgcwPeBzEdruPRys0x_u14nKsxA0ehOj7NfVhHgyBtV5n0ogbhu81wZL8J6mV99u1m0XkjRKkz9kWS0YzAkiOUFauPYMXF_AKltMGtK2sCgI7rFtacfFKXOlTNN8aMpcdufsl6Rpq-8KT5nm2Rjt2STq8Xdbb-4I6kX7LPaAmo7YxuhtNMbYMMavP0JhFw7UH1uY7qQCHdK19eG0bKI7e54xYY5xGyx_IqVUMnch-JGAVzYT4a2q3BQ2dxZYo-g1EQtXgRqfpt4yoA014JeSj4kOBTZ_1NtICNysTK94YOEZF3r8BsaxnSV6-H59ETQtvAdREoLRtqRkMGIs3U-BBpHQhb1y1Uo6ODTTksLU7mFQ3hOWR-E4JIbI2Itgr6KS\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Migrating old files**\\n\\nI realize I need to compress existing old files and possibly convert legacy rotates. Currently, my implementation only handles future rotates. The user asked for conservation, so I should migrate the existing old rotated jsonl files to gz format. It seems like a good plan, and I’m ready to take the next steps to get this done efficiently. Let’s make it happen!\"}]}"},{"type":"toolCall","id":"call_nea7OGLQ8p3oSgnDCmAWLtZC|fc_0a9e4511c6d55ec0016a2494dad5008191bc6caac12fdb41ae","name":"bash","arguments":{"command":"python - <<'PY'\nimport gzip\nfrom pathlib import Path\nlog_dir=Path('/home/sebas/runtime/agent-logs/wifi-presence')\nfor path in sorted(log_dir.glob('activity-*.jsonl')):\n    gz=path.with_suffix(path.suffix + '.gz')\n    if gz.exists():\n        continue\n    with path.open('rb') as src, gzip.open(gz,'wb',compresslevel=6) as dst:\n        dst.writelines(src)\n    path.unlink()\n    print('compressed', path.name, '->', gz.name)\nPY","timeout":120}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":1810,"output":195,"cacheRead":44544,"cacheWrite":0,"totalTokens":46549,"cost":{"input":0.004525,"output":0.002925,"cacheRead":0.011136,"cacheWrite":0,"total":0.018586}},"stopReason":"toolUse","timestamp":1780782295769,"responseId":"resp_0a9e4511c6d55ec0016a2494d7dfa08191acab35b7c1b832bc"}}
{"type":"message","id":"a96541b8","parentId":"449a99c0","timestamp":"2026-06-06T21:45:00.613Z","message":{"role":"toolResult","toolCallId":"call_nea7OGLQ8p3oSgnDCmAWLtZC|fc_0a9e4511c6d55ec0016a2494dad5008191bc6caac12fdb41ae","toolName":"bash","content":[{"type":"text","text":"compressed activity-20260526-160119.jsonl -> activity-20260526-160119.jsonl.gz\ncompressed activity-20260528-213316.jsonl -> activity-20260528-213316.jsonl.gz\ncompressed activity-20260531-101721.jsonl -> activity-20260531-101721.jsonl.gz\ncompressed activity-20260602-185215.jsonl -> activity-20260602-185215.jsonl.gz\ncompressed activity-20260605-041624.jsonl -> activity-20260605-041624.jsonl.gz\n"}],"isError":false,"timestamp":1780782300613}}
{"type":"message","id":"1ade9f7d","parentId":"a96541b8","timestamp":"2026-06-06T21:45:03.910Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"**Considering data collection**\n\nI’m wondering if I need to rerun the collector. It doesn’t seem necessary right now, but the event_files include gz files, which could be relevant. It’s possible that a summary has already been built from an older jsonl file, and that daily summary persists. It might be helpful to inspect the sizes of these files to understand what's going on. Let’s see what I find!","thinkingSignature":"{\"id\":\"rs_0a9e4511c6d55ec0016a2494ddb9248191911c2e176ef5fe7c\",\"type\":\"reasoning\",\"content\":[],\"encrypted_content\":\"gAAAAABqJJTfrfg47nlevCIxy_G_gMGZwgGu3oRiZabGh4xsyramogJCa4uh90S9xG4dFitxYGwgJ2nSAVpR5p4GjMs5kv-AOSBDKJLKaleogy_H5D5Q5uAmzVWYYqY7Lkq6-XP0oUj9pRn7e2s3TDNGVh_UPw9BY7i1ZDGifrTb_y3BdjBkiWK2wxv-OAkjmW7qaD7e9Xrfbxk3i5IpzgtvpH8DR75Cidtd5dkn5AUWZh-I3EqP6M2vG0Kt4Ne5WZt6AGFm_Oun0d60fxwcqsEeQZy1qflRB94skK6sG2hBsPR40390l3l8zJzP66-NFwg-YrD4o1wGS91plt35r3WWw8YFGOlThS9C4N3lUG4Jl7t3dLQtewAOO6rxcLuRXUirwvoiKY1qAT5NXsM-xqUbe3N41QDkv0M4L9Y5okHfWcqiLTAL6NSQ4T5rjes1Zhor-JADysVI68OT6YABxH6lj4xYREgHKSv_qrwqbsgZUdNz1rBuAfdsZnL80R3axMCsYvHqK4XV-DCDM5K77WYh79-2EFfdRjojf-qr9xitpZ2EzgrOI8SJxEeZW2MHQN30KrrBt4FKCHeDlbbTiXXmo43Ix0nV8iWLX9l4tQlTy_W3JbIIJrmahGJwm077VQp9i-ua-gfKwQTtzJQ3zr4NJYjCOiLWHsoOhqBRFFazsjJtObL9SgeTKn8AVXpmHJO3QnuWWmhHt4v2mRigufWcnE-ic7YeDTDo6GQ6WkaPFITL4Un3IXtt7OI21pZ4hswCrHwESwZEuH0Qd1HK5i4nrMGl-VjP97OunU76j1Z6ru0o3SKGetIzVHkHcqb06bHpFad8BlZMMmkx0CJLO6bnhyVZq1d7ooB-uFPB0uwBYWR-8_SXocP9xEOGvAC8stq2b3E3DugTEUS-Ne5TuxXK6X6d-ag80vipRU6OpRauXIApoz4wnTeKVcyR3q07xej6s3DIi33cFXyKb6w91fz35RQojwHXB5kNWTMw-xX48cbwJtPxHhgDPScuZn3xgWMbz9paL50chHzzZXYW9wILHsXoIRwGb7g2g-BRG2UnoZgRXfSrVI_t5mNQRRv2xfKfSqHBmjH4vcg5SDZGa6DNxuYCTBjeDpPAYRj5Bt6XRezG_NNjQrK3DZolOqYsJ_XGdspGUkzD\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Considering data collection**\\n\\nI’m wondering if I need to rerun the collector. It doesn’t seem necessary right now, but the event_files include gz files, which could be relevant. It’s possible that a summary has already been built from an older jsonl file, and that daily summary persists. It might be helpful to inspect the sizes of these files to understand what's going on. Let’s see what I find!\"}]}"},{"type":"toolCall","id":"call_0qSQtHseEjzWjpHOxNW81GzC|fc_0a9e4511c6d55ec0016a2494dfa82c8191b3c1f85e4c30a41f","name":"bash","arguments":{"command":"stat -c '%n | size=%s' /home/sebas/runtime/agent-logs/wifi-presence/activity-* /home/sebas/runtime/agent-logs/wifi-presence/activity.jsonl | sort","timeout":20}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":600,"output":103,"cacheRead":46080,"cacheWrite":0,"totalTokens":46783,"cost":{"input":0.0015,"output":0.001545,"cacheRead":0.011519999999999999,"cacheWrite":0,"total":0.014564999999999998}},"stopReason":"toolUse","timestamp":1780782300614,"responseId":"resp_0a9e4511c6d55ec0016a2494dcae8081918638dcd51ff143ad"}}
{"type":"message","id":"22c63004","parentId":"1ade9f7d","timestamp":"2026-06-06T21:45:03.917Z","message":{"role":"toolResult","toolCallId":"call_0qSQtHseEjzWjpHOxNW81GzC|fc_0a9e4511c6d55ec0016a2494dfa82c8191b3c1f85e4c30a41f","toolName":"bash","content":[{"type":"text","text":"/home/sebas/runtime/agent-logs/wifi-presence/activity-20260526-160119.jsonl.gz | size=73655\n/home/sebas/runtime/agent-logs/wifi-presence/activity-20260528-213316.jsonl.gz | size=71806\n/home/sebas/runtime/agent-logs/wifi-presence/activity-20260531-101721.jsonl.gz | size=73103\n/home/sebas/runtime/agent-logs/wifi-presence/activity-20260602-185215.jsonl.gz | size=72138\n/home/sebas/runtime/agent-logs/wifi-presence/activity-20260605-041624.jsonl.gz | size=72521\n/home/sebas/runtime/agent-logs/wifi-presence/activity.jsonl | size=3169961\n"}],"isError":false,"timestamp":1780782303917}}
{"type":"message","id":"fbee69a5","parentId":"22c63004","timestamp":"2026-06-06T21:45:07.104Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"**Deciding on memory use**\n\nI’m considering whether I should save memory, but I’m thinking it might not be necessary. It could be a durable decision for the end of the session. However, it feels okay to skip it this time. What I need is a final concise mention that I've completed everything, noted the files that have changed, and summarized the result. Making sure I cover all bases!","thinkingSignature":"{\"id\":\"rs_0a9e4511c6d55ec0016a2494e0d5908191bd12973e474c0894\",\"type\":\"reasoning\",\"content\":[],\"encrypted_content\":\"gAAAAABqJJTinOQdQxjvhtcUyodRz387PYnWOoHZQzMRuBZzkTj7IpQB74WK7UKn4PxdzUFXNTWL9Wndzre41PCIuU55NyYOmci6WPSiB6rEFfC-Z3SiOfmsW6sCC_44uFKUiuFty700EkYw5dA6jeiVA36rrkQBFr1W2nob0CB1-X8__qIoxhgvimNtdKaeVu3NuoPP2e1c8CwR-ej7ok6-CkfKmNlgvBYqjRbKVadE3Nztw-asLElkOMTwdafwXCtsEoBYcfZO6kaGjeCDnzu-d8zsu70wQt8v2yZBJug3biGClm_Yi_Tm9yrlw75axkUKc_QA1jSqycolZ4n7dmbkvQCxuGCsV7mNrXkwrsZmsNQSt1uHJNYK4cWysIxX5iI2k1iwkxrARzfOpUbuexgG9B7T3C1zs702RmIbO5lghgoKadHNXYI0IcTHJRc1GgpOrjm4L2rDKREmOlY93hbDwcM7yFciSLJGxLl1rkX5tJcrKNccQgutJ-JWHRiA3mS16qDSRuuSDb_VL9LVrGGIfimDvRbDcJwUEUrO7jmEPKlC-zPoT_9u3UxsBaGqBddpFyW-zEVa79TncOoQT-AkBYQUhNDTeKpDe3rpRoFrXZBHI6rqvoFsiciLgj4i9XOOQhwbbhP4klBthPt8DqYDUsJ46NWo9Ko37xAN-KetF50smLs1fW_2MpyQtgFsXXNx1wcqhABpd8lJ2CfEXaAqNG06fwgdmQyho4-WJMKz8Q9S3J8M8iNsdWpWG7bLaWkGl82RNXsV_yeE63BseQMaPFmRxbPeFhxhpQiE7wZbaQQTel231OulGwNTLWYpicCJyqLvj9UaSLOydqXOVPIWrdD0IzaAPgT2GfiBO_IwmV3GEkAwYG6UdJoDiJXXKBwIyG_idd4HPkvyNa26CMDM7amaicc1RP8d-KIB0FMoZP1C48TDuaYoBUlyaeII8u4bHhqKDrU6wUBvMGAPmNzwXaxM-RfJZnU9ZesJmj0CWNc1kW9so08E6Ibe8dpCvZllTJpPhBUV8y7K2HQQ6HzycOv9bSZyEVT_Vc90w0ea9h2Gpi6avdNG-XOcEag2aENMKa5iPRssuplm7eGZqoV3G3jAVXuDUFZPONDqLazaszb8qYa0iX7US5sSOaEfodYn3DgVYf8V\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Deciding on memory use**\\n\\nI’m considering whether I should save memory, but I’m thinking it might not be necessary. It could be a durable decision for the end of the session. However, it feels okay to skip it this time. What I need is a final concise mention that I've completed everything, noted the files that have changed, and summarized the result. Making sure I cover all bases!\"}]}"},{"type":"toolCall","id":"call_IdXjsNqQXLnSdAJ6cbck7bFQ|fc_0a9e4511c6d55ec0016a2494e2e880819182087c0414a4843c","name":"todo","arguments":{"action":"update","id":4,"status":"completed"}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":369,"output":63,"cacheRead":46592,"cacheWrite":0,"totalTokens":47024,"cost":{"input":0.0009225,"output":0.000945,"cacheRead":0.011647999999999999,"cacheWrite":0,"total":0.013515499999999998}},"stopReason":"toolUse","timestamp":1780782303918,"responseId":"resp_0a9e4511c6d55ec0016a2494dfffd48191bbfe600c00d347c5"}}
{"type":"message","id":"053ea02d","parentId":"fbee69a5","timestamp":"2026-06-06T21:45:07.106Z","message":{"role":"toolResult","toolCallId":"call_IdXjsNqQXLnSdAJ6cbck7bFQ|fc_0a9e4511c6d55ec0016a2494e2e880819182087c0414a4843c","toolName":"todo","content":[{"type":"text","text":"Updated #4 (pending → completed)"}],"details":{"action":"update","params":{"action":"update","id":4,"status":"completed"},"tasks":[{"id":1,"subject":"Revisar actividad últimas 4 semanas desde wifi tracker","status":"completed","description":"Encontrar datos del wifi tracker, calcular actividad de las últimas 4 semanas y responder al usuario.","activeForm":"revisando wifi tracker"},{"id":2,"subject":"Revisar metadata y móviles en wifi tracker","status":"completed","description":"Ver si hay más historia por metadata/rotación y contar móviles con perfil de conexión.","activeForm":"revisando metadata y móviles"},{"id":3,"subject":"Renombrar aliases y explicar retención wifi tracker","status":"completed","description":"Actualizar aliases de móviles indicados por el usuario y revisar por qué rota el log, si se puede recuperar y comprimir.","activeForm":"actualizando aliases y revisando retención"},{"id":4,"subject":"Mejorar retención wifi tracker","status":"completed","description":"Implementar compresión de logs rotados y resumen diario persistente para conservar más historial del wifi tracker con bajo uso de espacio. Actualizar código y docs, validar funcionamiento.","activeForm":"mejorando retención wifi tracker"}],"nextId":5},"isError":false,"timestamp":1780782307106}}
{"type":"message","id":"f5c9687b","parentId":"053ea02d","timestamp":"2026-06-06T21:45:14.487Z","message":{"role":"assistant","content":[{"type":"text","text":"Listo.\n\nHecho:\n- compresión gzip de rotados\n- `ROTATE_KEEP` default:\n  `5 -> 30`\n- resumen diario persistente:\n  `daily-summary.json`\n- summary web ahora incluye:\n  - `daily_summary`\n  - `retention`\n- docs actualizadas\n- migré los rotados viejos a `.gz`\n\nImpacto real:\n- cada rotado pasó de ~4.2 MB\n  a ~72 KB aprox\n- con 30 rotados ahora entra\n  muchísimo más historial\n- además queda rollup diario\n  aunque más adelante venza\n  el crudo fino\n\nArchivos:\n- `/home/sebas/pi-config/bin/wifi-presence-log`\n- `/home/sebas/pi-config/docs/wifi-tracker.md`\n- nuevo dato:\n  `/home/sebas/runtime/agent-logs/wifi-presence/daily-summary.json`\n\nValidé:\n- script compila\n- corrí un ciclo real\n- summary regenerada OK\n- daily summary poblada OK\n- rotados comprimidos OK\n\nEstado ahora:\n- rotados:\n  `activity-*.jsonl.gz`\n- actual:\n  `activity.jsonl`\n- diario persistente:\n  `daily-summary.json`\n\nSi querés, siguiente paso útil:\n1. exponer historial diario en UI/API\n2. subir aún más retención\n3. hacer pruning por antigüedad\n   además de cantidad","textSignature":"{\"v\":1,\"id\":\"msg_0a9e4511c6d55ec0016a2494e4f8408191867f2a7a222e1fb8\",\"phase\":\"final_answer\"}"}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":450,"output":302,"cacheRead":46592,"cacheWrite":0,"totalTokens":47344,"cost":{"input":0.0011250000000000001,"output":0.00453,"cacheRead":0.011647999999999999,"cacheWrite":0,"total":0.017303}},"stopReason":"stop","timestamp":1780782307107,"responseId":"resp_0a9e4511c6d55ec0016a2494e3308081919ffd20016edf1ec7"}}
{"type":"message","id":"9d0835d9","parentId":"f5c9687b","timestamp":"2026-06-06T21:45:15.438Z","message":{"role":"user","content":[{"type":"text","text":"[telegram] te respondi vagamente \"arreglalo\". en realidad me interesa ver si es mejor sacar la rotacion y guardar todo por ahora. cuanto pesa una semana de datos aprox?"}],"timestamp":1780782315436}}
{"type":"message","id":"a6158008","parentId":"9d0835d9","timestamp":"2026-06-06T21:45:29.196Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"**Calculating file sizes**\n\nI'm working on calculating sizes of files based on observed data. I notice that uncompressed files are around 4.2MB every 2.2 days, while compressed, they are about 72KB for the same timeframe. If I calculate, for a week, that gives about 12.6MB uncompressed and 11MB compressed per year for rotated files. However, keeping everything without rotation leads to significant storage needs, around 650MB a year, which might be manageable but could affect file operations.\n\n**Deciding on file management**\n\nI'm considering how to manage my files efficiently. It seems better to keep the rotation but in a permissive and compressed manner, rather than keeping all raw files in date-partitioned gz format. I should explain that this approach balances storage efficiency with accessibility while maintaining organization. Compressed files save space, making rotation more manageable. I want to ensure I keep data accessible without overwhelming the storage resources.","thinkingSignature":"{\"id\":\"rs_0a9e4511c6d55ec0016a2494ecd234819185e6f5ca5ae61240\",\"type\":\"reasoning\",\"content\":[],\"encrypted_content\":\"gAAAAABqJJT1xvt9phlK5nc94LAplavMxCGPYigLDjNQgzCZoUyl83p4IajKf1l0u0CCX78Gbh78sWEMmluWDu8yBkv0HJ2jMOktKhBhPWeNtyNyRHAQZbK45ELytgIhxAD8oV7Hg7_dlG9Ybtb4GMqqcg9YM4NUul-O9xqeiaz6kS81HNOviEYMgLF28fblXz6a0-ajrGWO_ZbhLV5u0TcQ95vhl4oFpBY3Oydd-3C2NCzOXQ8rd9L3illHTg28GWLX6R4u2cGdJF2RgBxKZZRGQVq7Tj54fKCZSWGhX2zBQ1O7yPShmKYlT1fAmC8zFcxW7Wb-tUyIlAYlBD1mQCtS8nRSoBeUz_JbWhkqMuyljMyB5S4x_-fST99vsvGpzRIALQJIgi6_7I9SMTDb_1ULZOza7XCjccAKwlASQ9jsVEo5H6j9d4iIn1PEKVFW3dGK8JwX2LkhYdpKS5Uxu_jDjsgPQGxij1cKajcEcOi5ExKFHkF_EHgtnZkWgtG0XDRfWPLE_B8r6thAYonuzhLv7UeP8YvFTbvUggEF1bnoORaE-PCzH18C60OsFhQuC9Lf24MMSCBwllQmbTrtvEWt7yExnvbQRjM9WALlEel7w6hdLw7jsRzr_6Sbeif7cJm4BKfK65z-SOeK_aLSHYwmKpH-qDrdvicAEqtm9yW_Wy2VeYLmKNNm7EXQ5aVWA7ttwoxhFA0S0BjZfHHu2XdDSKYGV_1VPoXaIvPoHQy46Dj7b3t_0-MuQd8gKtZPqTQD-a6GFkB9bMmIBFjuTY7GCK8dnUxLygXHfAhdctNNkwT_ERCSOr1_utP1HjIEjJOvPRiu5EoYVZR3UnNgwMHoKyObdwQ7sRfrY4XpZeWLQ5qE3ufk-bzyS7iUsws4_YTpMuJWhsDZNGSYlUuAn6daaEdLbu-ybIzpA01LIbetrd19tkcsWzVY9G0z1cznvsfEnf93x04sVVYxgQZbCtojENRO1LyUCA3Z4Kbn9dBgvixHk4l5YKbjxIupamwbf-2KTXK09GHLIJ8EbJMb-G4yAagH6fuM19Gmf7yCI5WIUWFPjxThe5fIwDMGHL_m-LKwfyIwEfwojpoFdgm4KX4DPjKAF1KjrZaAiFIwPvDVL7L5l4pDtpuNY2mRYhasU0fOPrLJdHx2wHihZywWfiw02qO0N5Sg6OsNZN_OzO-2rQ-Gll0WBf_NVS6jnVCODKXeCreWeWwW5UddQXfiIIZ9ZBY-03sn-k3ONd4KHfTLE9yc-iBqYA6c6XOMyE6JrD3usHG28xFC60THjf0fkc6GzCA4xdLcXrRWWLMfJ4qyxVTNNgmDCVSBR75rpOg6CCuODzVF-SXQNcnGjcjLuJfCdkNOMU2nPnoBF8g3IXm_gqyOayj6dQaY4bYprOYkIPOuBalF4bSCuTyGZiulrCVLt7Je6UPjdW8KWYMFru3r6_9Hu5YxsXpi30Rfme-FnIUdG9tP1b65TCjymfhYmodgY_dSrUoACksLJ8p1mE6JLjau5U0otA0wBL1ZWXMQ2Uq_vGvxgjfszlxuYxmHUWm9ELiAgIM2Zq5xB71Sb12MAJW0l55JCQp8GsdHXi0yR9ZOzoELpgi3Rnt1q79iIb4iYRiSESIT7WByw3mYbbT9tT9dkSxSWj6fAs7l43VcxFClyUbyKACgArH_tSs4-qQ-Se-z2SLtiXsbI2AzmqeTiIA-31mZ2aOtTeTMUv6aUe5Xe15eTomRmwvdRaJEBNAWtOFHZz7RE63Eegs0_ELD5HE8gTt_Y4FvcYiTYZwj7dz_gOarbtuAvqgvH4nM420DUyroLYysgogFOGKUp05yeDVc29M7nIB4uckFkTHhHPFTikFGBVakdUHl4kIVfUj8ktLucT2ZzbPrP2S8wnJmyWHQnh7JLbZawII8d_opz3BCktnR9UdP5bRC_Z2HobyZ39Co0-UaATuZR34f_8rpGaB0Gv6z3ZQGzaFSNX7SpZfmxiLKTwkSUK3VXZf1NZjFUs1mBLk8JJNNUtHGrU85RU7iPiyBxAeJRFxquawB078I5LSMhqibErSxjI16_aCWDyT_a2eaA457XdfLm7NqocArABdpxm6OuZ5RC-yWl13J88IUZ2HZXu6x6mr_76IwGcjWl4FxngcemW16ZiOi0RAsg-D5C46abgMVvL7yx2YIOw2nSjHfuBjS8L0IjHda5dlajM7zIMMMXrP3bu9stMqgzxlYlMTV-zPSYgu8uDoNkb20Ai3LRSQ65_jubmJxtMsNJ5GHI_niMrYGUZP2DaYXEL9ThnR3hGjuhb0PAdSEbDPOsmOmAA-PL7zIySfUouf6zf8rAvEgqh7l2ti72XMXEweu728=\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Calculating file sizes**\\n\\nI'm working on calculating sizes of files based on observed data. I notice that uncompressed files are around 4.2MB every 2.2 days, while compressed, they are about 72KB for the same timeframe. If I calculate, for a week, that gives about 12.6MB uncompressed and 11MB compressed per year for rotated files. However, keeping everything without rotation leads to significant storage needs, around 650MB a year, which might be manageable but could affect file operations.\"},{\"type\":\"summary_text\",\"text\":\"**Deciding on file management**\\n\\nI'm considering how to manage my files efficiently. It seems better to keep the rotation but in a permissive and compressed manner, rather than keeping all raw files in date-partitioned gz format. I should explain that this approach balances storage efficiency with accessibility while maintaining organization. Compressed files save space, making rotation more manageable. I want to ensure I keep data accessible without overwhelming the storage resources.\"}]}"},{"type":"text","text":"Sí. Mirándolo frío:\n\nUna semana pesa aprox:\n\n- sin comprimir:\n  `~12 a 13 MB / semana`\n- comprimido:\n  `~200 a 250 KB / semana`\n\nSale de tus datos reales:\n- cada rotado viejo:\n  `~4.2 MB`\n- cubría aprox:\n  `~2.3 días`\n- eso da:\n  `~1.8 MB/día`\n  => `~12.6 MB/semana`\n\nY ya comprimidos:\n- cada rotado quedó en\n  `~72 KB`\n- eso da:\n  `~31 KB/día`\n  => `~220 KB/semana`\n\nEntonces:\n\n- guardar todo sin rotación:\n  totalmente viable por ahora\n- costo anual sin comprimir:\n  `~650 MB/año`\n- costo anual comprimido:\n  `~11 a 12 MB/año`\n\nPero ojo:\nsacar rotación del todo no es lo mejor.\n\nNo por espacio.\nPor operación.\n\nProblemas de un solo archivo infinito:\n- peor manejo si se corrompe\n- más incómodo para inspección\n- rotación futura más áspera\n- algunas lecturas/backs ups son peores\n\nMejor opción:\n- dejar rotación\n- pero casi “infinita” para vos\n- rotar por tamaño o fecha\n- comprimir siempre\n- conservar todo\n\nO sea:\n- no perder nada\n- no crecer mal\n- no depender de un archivo gigante\n\nRecomendación concreta:\n- mantener rotación\n- subir `ROTATE_KEEP` mucho\n  o directamente no borrar\n- seguir comprimiendo `.gz`\n\nSi querés, hago esto ahora:\n1. no borrar nunca rotados\n2. seguir rotando y comprimiendo\n3. opcional: rotación diaria\n   en vez de por tamaño\n\nEsa sería mi elección.","textSignature":"{\"v\":1,\"id\":\"msg_0a9e4511c6d55ec0016a2494f518fc8191ad9f72704c8b623b\",\"phase\":\"final_answer\"}"}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":19203,"output":684,"cacheRead":27648,"cacheWrite":0,"totalTokens":47535,"cost":{"input":0.0480075,"output":0.01026,"cacheRead":0.006912,"cacheWrite":0,"total":0.0651795}},"stopReason":"stop","timestamp":1780782315439,"responseId":"resp_0a9e4511c6d55ec0016a2494eb854081919324c5ffab84dafd"}}
{"type":"message","id":"e2bfc815","parentId":"a6158008","timestamp":"2026-06-07T02:31:00.077Z","message":{"role":"user","content":[{"type":"text","text":"[telegram] 1"}],"timestamp":1780799460076}}
{"type":"message","id":"1eef045d","parentId":"e2bfc815","timestamp":"2026-06-07T02:31:04.350Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"","thinkingSignature":"{\"id\":\"rs_0a9e4511c6d55ec0016a24d7e67b6c8191b0b05ed8976e6b04\",\"type\":\"reasoning\",\"content\":[],\"encrypted_content\":\"gAAAAABqJNfnruUttj0viWfXgwes1ew0gKGTSaKoGkg5Ot571nzr4Ub8G-RHXYwpXh_-IMyrxxMBzKIUDw4RjUvtC74vm_x3tKZhv53xtkbvomj4EcUx3SK7HE_R6gg7jY1qpf0itQPgEryJ17EtSZhvsbHnzxKCBejDm2-sQzNT8v7mGJv6kl4qpUld986ckCKBkTEBgbBr2VXotOk7RE_M28t8Dqmi1qqFIQRCs_gz_Fx7Ryt3t7XJQBK1ZJgup45VcsLUSiraQzofbxRBPbCLQ9rUZr6MCJn9zt36EbMyexbkM7fxZdyLAsI6fS5wQ5lkY_sS-ilM7wv5l8szugfNyfX8C2voLG67yIrDUbg5BS3eYx5ybUrORvdR0jO_LPkL0CUTKKPEhRntOUeKyXxj5LqLFHr7vYpzsbiLIufwIYeujFWhoohkiF_AxaLtODUem3f08QWvJQeazw9j58ziCnjmXKXOPewUId03vBCEZCY0j70ZD1RGqgWAtP35Szp8Ojg01OVjIlCDVG9-sjKw_OwUFi81-SyRLPk5fjhUt2RQZrb1u_E0lTX4SuNXz-QvOul9A3weUd6FcT3I30eARaH54TbeJbSSOnYLSmFQGdoEC_sisir-vtiOtm1TGjK5FXFMUO-sezLoccLQDyDoq5pAYSUgMITdXB-LsOYF8I79_sUrbnIc68iqX5NVn5ujf_mN6R10R5RPJNR2RcoyDFBSkWhK6xJOEkAGSHmwXrFkR2160tumgUZ3ABOlLHWWtatZ9ZVGH_BOvX1r9A8LJF-I6bYPYaCDz-P5106MVRkOgQofe70t4gzbhq0jbSsbwYwlhUQkfP5-rxYPeeu5veHyd153CJUNt5yCnPgIVgPCsvxrH_fnuYkAu_aq0nYlzzVlm4CD7fcxH23GVfdca25gwuPF8f5FO2Kr8eMDej6DUjTiv6Hc6aXusy2PVo_RROVUGWLhPlD5OGlfp6OgkHfqBDijOkQY5KPT-7DR2OgfoYrvFz8eTmT6uLF9WXD6qCzhWKBWU63AHUXI8Pn8CTlckkcbxA==\",\"summary\":[]}"},{"type":"toolCall","id":"call_2Mx6slmTmAdWpPF67MujAYBX|fc_0a9e4511c6d55ec0016a24d7e764d08191a985aa8ae7400ebf","name":"todo","arguments":{"action":"create","subject":"Desactivar borrado de rotados wifi tracker","description":"Cambiar wifi tracker para que no elimine logs rotados y conserve todo, manteniendo compresión y rotación.","activeForm":"desactivando borrado de rotados","status":"in_progress"}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":47260,"output":97,"cacheRead":0,"cacheWrite":0,"totalTokens":47357,"cost":{"input":0.11815,"output":0.0014550000000000001,"cacheRead":0,"cacheWrite":0,"total":0.119605}},"stopReason":"toolUse","timestamp":1780799460079,"responseId":"resp_0a9e4511c6d55ec0016a24d7e5355c81918b8b6c7931b99786"}}
{"type":"message","id":"4dde7919","parentId":"1eef045d","timestamp":"2026-06-07T02:31:04.351Z","message":{"role":"toolResult","toolCallId":"call_2Mx6slmTmAdWpPF67MujAYBX|fc_0a9e4511c6d55ec0016a24d7e764d08191a985aa8ae7400ebf","toolName":"todo","content":[{"type":"text","text":"Created #5: Desactivar borrado de rotados wifi tracker (pending)"}],"details":{"action":"create","params":{"action":"create","subject":"Desactivar borrado de rotados wifi tracker","description":"Cambiar wifi tracker para que no elimine logs rotados y conserve todo, manteniendo compresión y rotación.","activeForm":"desactivando borrado de rotados","status":"in_progress"},"tasks":[{"id":1,"subject":"Revisar actividad últimas 4 semanas desde wifi tracker","status":"completed","description":"Encontrar datos del wifi tracker, calcular actividad de las últimas 4 semanas y responder al usuario.","activeForm":"revisando wifi tracker"},{"id":2,"subject":"Revisar metadata y móviles en wifi tracker","status":"completed","description":"Ver si hay más historia por metadata/rotación y contar móviles con perfil de conexión.","activeForm":"revisando metadata y móviles"},{"id":3,"subject":"Renombrar aliases y explicar retención wifi tracker","status":"completed","description":"Actualizar aliases de móviles indicados por el usuario y revisar por qué rota el log, si se puede recuperar y comprimir.","activeForm":"actualizando aliases y revisando retención"},{"id":4,"subject":"Mejorar retención wifi tracker","status":"completed","description":"Implementar compresión de logs rotados y resumen diario persistente para conservar más historial del wifi tracker con bajo uso de espacio. Actualizar código y docs, validar funcionamiento.","activeForm":"mejorando retención wifi tracker"},{"id":5,"subject":"Desactivar borrado de rotados wifi tracker","status":"pending","description":"Cambiar wifi tracker para que no elimine logs rotados y conserve todo, manteniendo compresión y rotación.","activeForm":"desactivando borrado de rotados"}],"nextId":6},"isError":false,"timestamp":1780799464351}}
{"type":"message","id":"753c9e21","parentId":"4dde7919","timestamp":"2026-06-07T02:31:09.544Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"call_OIwqdmMfu5XTbVWU5bAehShf|fc_0a9e4511c6d55ec0016a24d7e94d888191abfc5c6e9c2b22f7","name":"edit","arguments":{"path":"/home/sebas/pi-config/bin/wifi-presence-log","edits":[{"oldText":"ROTATE_KEEP = int(os.environ.get(\"WIFI_PRESENCE_ROTATE_KEEP\", \"30\"))\n","newText":"ROTATE_KEEP = int(os.environ.get(\"WIFI_PRESENCE_ROTATE_KEEP\", \"0\"))\n"},{"oldText":"    old = sorted(list(LOG_DIR.glob(\"activity-*.jsonl\")) + list(LOG_DIR.glob(\"activity-*.jsonl.gz\")))\n    for path in old[:-ROTATE_KEEP]:\n        try:\n            path.unlink()\n        except FileNotFoundError:\n            pass\n","newText":"    if ROTATE_KEEP > 0:\n        old = sorted(list(LOG_DIR.glob(\"activity-*.jsonl\")) + list(LOG_DIR.glob(\"activity-*.jsonl.gz\")))\n        for path in old[:-ROTATE_KEEP]:\n            try:\n                path.unlink()\n            except FileNotFoundError:\n                pass\n"}]}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":279,"output":235,"cacheRead":47104,"cacheWrite":0,"totalTokens":47618,"cost":{"input":0.0006975000000000001,"output":0.003525,"cacheRead":0.011776,"cacheWrite":0,"total":0.0159985}},"stopReason":"toolUse","timestamp":1780799464353,"responseId":"resp_0a9e4511c6d55ec0016a24d7e86d448191ba922dc42f449ba1"}}
{"type":"message","id":"62b06272","parentId":"753c9e21","timestamp":"2026-06-07T02:31:09.555Z","message":{"role":"toolResult","toolCallId":"call_OIwqdmMfu5XTbVWU5bAehShf|fc_0a9e4511c6d55ec0016a24d7e94d888191abfc5c6e9c2b22f7","toolName":"edit","content":[{"type":"text","text":"Successfully replaced 2 block(s) in /home/sebas/pi-config/bin/wifi-presence-log."}],"details":{"diff":"     ...\n  28 PING_WORKERS = int(os.environ.get(\"WIFI_PRESENCE_PING_WORKERS\", \"32\"))\n  29 HOSTNAME_TIMEOUT = float(os.environ.get(\"WIFI_PRESENCE_HOSTNAME_TIMEOUT\", \"0.35\"))\n  30 SUMMARY_TAIL_LINES = int(os.environ.get(\"WIFI_PRESENCE_SUMMARY_TAIL_LINES\", \"20000\"))\n  31 ROTATE_MAX_BYTES = int(os.environ.get(\"WIFI_PRESENCE_ROTATE_MAX_BYTES\", str(4 * 1024 * 1024)))\n- 32 ROTATE_KEEP = int(os.environ.get(\"WIFI_PRESENCE_ROTATE_KEEP\", \"30\"))\n+ 32 ROTATE_KEEP = int(os.environ.get(\"WIFI_PRESENCE_ROTATE_KEEP\", \"0\"))\n  33 OFFLINE_GAP_MINUTES = int(os.environ.get(\"WIFI_PRESENCE_OFFLINE_GAP_MINUTES\", \"5\"))\n  34 \n  35 \n  36 def sh(cmd: str) -> str:\n     ...\n  71     LOG_PATH.replace(rotated)\n  72     with rotated.open(\"rb\") as src, gzip.open(compressed, \"wb\", compresslevel=6) as dst:\n  73         dst.writelines(src)\n  74     rotated.unlink(missing_ok=True)\n- 75     old = sorted(list(LOG_DIR.glob(\"activity-*.jsonl\")) + list(LOG_DIR.glob(\"activity-*.jsonl.gz\")))\n- 76     for path in old[:-ROTATE_KEEP]:\n- 77         try:\n- 78             path.unlink()\n- 79         except FileNotFoundError:\n- 80             pass\n+ 75     if ROTATE_KEEP > 0:\n+ 76         old = sorted(list(LOG_DIR.glob(\"activity-*.jsonl\")) + list(LOG_DIR.glob(\"activity-*.jsonl.gz\")))\n+ 77         for path in old[:-ROTATE_KEEP]:\n+ 78             try:\n+ 79                 path.unlink()\n+ 80             except FileNotFoundError:\n+ 81                 pass\n  81 \n  82 \n  83 def load_json(path: Path, default):\n  84     try:\n     ...","patch":"--- /home/sebas/pi-config/bin/wifi-presence-log\n+++ /home/sebas/pi-config/bin/wifi-presence-log\n@@ -28,9 +28,9 @@\n PING_WORKERS = int(os.environ.get(\"WIFI_PRESENCE_PING_WORKERS\", \"32\"))\n HOSTNAME_TIMEOUT = float(os.environ.get(\"WIFI_PRESENCE_HOSTNAME_TIMEOUT\", \"0.35\"))\n SUMMARY_TAIL_LINES = int(os.environ.get(\"WIFI_PRESENCE_SUMMARY_TAIL_LINES\", \"20000\"))\n ROTATE_MAX_BYTES = int(os.environ.get(\"WIFI_PRESENCE_ROTATE_MAX_BYTES\", str(4 * 1024 * 1024)))\n-ROTATE_KEEP = int(os.environ.get(\"WIFI_PRESENCE_ROTATE_KEEP\", \"30\"))\n+ROTATE_KEEP = int(os.environ.get(\"WIFI_PRESENCE_ROTATE_KEEP\", \"0\"))\n OFFLINE_GAP_MINUTES = int(os.environ.get(\"WIFI_PRESENCE_OFFLINE_GAP_MINUTES\", \"5\"))\n \n \n def sh(cmd: str) -> str:\n@@ -71,14 +71,15 @@\n     LOG_PATH.replace(rotated)\n     with rotated.open(\"rb\") as src, gzip.open(compressed, \"wb\", compresslevel=6) as dst:\n         dst.writelines(src)\n     rotated.unlink(missing_ok=True)\n-    old = sorted(list(LOG_DIR.glob(\"activity-*.jsonl\")) + list(LOG_DIR.glob(\"activity-*.jsonl.gz\")))\n-    for path in old[:-ROTATE_KEEP]:\n-        try:\n-            path.unlink()\n-        except FileNotFoundError:\n-            pass\n+    if ROTATE_KEEP > 0:\n+        old = sorted(list(LOG_DIR.glob(\"activity-*.jsonl\")) + list(LOG_DIR.glob(\"activity-*.jsonl.gz\")))\n+        for path in old[:-ROTATE_KEEP]:\n+            try:\n+                path.unlink()\n+            except FileNotFoundError:\n+                pass\n \n \n def load_json(path: Path, default):\n     try:\n","firstChangedLine":32},"isError":false,"timestamp":1780799469555}}
{"type":"message","id":"6772c69f","parentId":"62b06272","timestamp":"2026-06-07T02:31:12.256Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"call_CcofffEbZItTyAi1WprzYYw1|fc_0a9e4511c6d55ec0016a24d7ee89c08191811a631a1e3d4ebe","name":"edit","arguments":{"path":"/home/sebas/pi-config/docs/wifi-tracker.md","edits":[{"oldText":"Rotated logs are gzip-compressed and the default keep window is larger now (`ROTATE_KEEP=30`).\n","newText":"Rotated logs are gzip-compressed. Default now is keep forever (`ROTATE_KEEP=0`). Set a positive value only if you want capped retention.\n"}]}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":545,"output":97,"cacheRead":47104,"cacheWrite":0,"totalTokens":47746,"cost":{"input":0.0013625000000000002,"output":0.0014550000000000001,"cacheRead":0.011776,"cacheWrite":0,"total":0.0145935}},"stopReason":"toolUse","timestamp":1780799469556,"responseId":"resp_0a9e4511c6d55ec0016a24d7eda4508191845f683fad2a44b0"}}
{"type":"message","id":"c81dc26f","parentId":"6772c69f","timestamp":"2026-06-07T02:31:12.259Z","message":{"role":"toolResult","toolCallId":"call_CcofffEbZItTyAi1WprzYYw1|fc_0a9e4511c6d55ec0016a24d7ee89c08191811a631a1e3d4ebe","toolName":"edit","content":[{"type":"text","text":"Successfully replaced 1 block(s) in /home/sebas/pi-config/docs/wifi-tracker.md."}],"details":{"diff":"    ...\n 77 \n 78 ## Retention\n 79 \n 80 The raw JSONL log rotates automatically when it grows past the configured size threshold.\n-81 Rotated logs are gzip-compressed and the default keep window is larger now (`ROTATE_KEEP=30`).\n+81 Rotated logs are gzip-compressed. Default now is keep forever (`ROTATE_KEEP=0`). Set a positive value only if you want capped retention.\n 82 \n 83 The collector also writes `daily-summary.json`, a durable per-device per-day rollup with hours, sessions, first seen, and last seen. That file is rebuilt from retained raw logs and survives even when old fine-grained snapshots age out.\n 84 \n 85 Recent UI/API activity still reads from the live tail for speed; long-range history should use `daily-summary.json`.\n    ...","patch":"--- /home/sebas/pi-config/docs/wifi-tracker.md\n+++ /home/sebas/pi-config/docs/wifi-tracker.md\n@@ -77,9 +77,9 @@\n \n ## Retention\n \n The raw JSONL log rotates automatically when it grows past the configured size threshold.\n-Rotated logs are gzip-compressed and the default keep window is larger now (`ROTATE_KEEP=30`).\n+Rotated logs are gzip-compressed. Default now is keep forever (`ROTATE_KEEP=0`). Set a positive value only if you want capped retention.\n \n The collector also writes `daily-summary.json`, a durable per-device per-day rollup with hours, sessions, first seen, and last seen. That file is rebuilt from retained raw logs and survives even when old fine-grained snapshots age out.\n \n Recent UI/API activity still reads from the live tail for speed; long-range history should use `daily-summary.json`.\n","firstChangedLine":81},"isError":false,"timestamp":1780799472259}}
{"type":"message","id":"4503cf5b","parentId":"c81dc26f","timestamp":"2026-06-07T02:31:16.902Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"call_evActK8iHYjBmYB96JXbZbGi|fc_0a9e4511c6d55ec0016a24d7f4d87c819193eb432b99ab130b","name":"bash","arguments":{"command":"python -m py_compile /home/sebas/pi-config/bin/wifi-presence-log","timeout":20}},{"type":"toolCall","id":"call_iRztZl7Av4ilmzvek4plrCQJ|fc_0a9e4511c6d55ec0016a24d7f4d88c8191ac159d93ad1fa9c3","name":"bash","arguments":{"command":"python - <<'PY'\nimport runpy\nns=runpy.run_path('/home/sebas/pi-config/bin/wifi-presence-log')\nprint('ROTATE_KEEP', ns['ROTATE_KEEP'])\nPY","timeout":20}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":673,"output":118,"cacheRead":47104,"cacheWrite":0,"totalTokens":47895,"cost":{"input":0.0016825000000000002,"output":0.00177,"cacheRead":0.011776,"cacheWrite":0,"total":0.0152285}},"stopReason":"toolUse","timestamp":1780799472260,"responseId":"resp_0a9e4511c6d55ec0016a24d7f062a48191877a454415eccbf2"}}
{"type":"message","id":"197a12d4","parentId":"4503cf5b","timestamp":"2026-06-07T02:31:17.045Z","message":{"role":"toolResult","toolCallId":"call_evActK8iHYjBmYB96JXbZbGi|fc_0a9e4511c6d55ec0016a24d7f4d87c819193eb432b99ab130b","toolName":"bash","content":[{"type":"text","text":"(no output)"}],"isError":false,"timestamp":1780799477045}}
{"type":"message","id":"c9786910","parentId":"197a12d4","timestamp":"2026-06-07T02:31:17.045Z","message":{"role":"toolResult","toolCallId":"call_iRztZl7Av4ilmzvek4plrCQJ|fc_0a9e4511c6d55ec0016a24d7f4d88c8191ac159d93ad1fa9c3","toolName":"bash","content":[{"type":"text","text":"ROTATE_KEEP 0\n"}],"isError":false,"timestamp":1780799477045}}
{"type":"message","id":"12a25e51","parentId":"c9786910","timestamp":"2026-06-07T02:31:18.524Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"call_mYGHToOuirsbc0LwTJitje9R|fc_0a9e4511c6d55ec0016a24d7f607e48191b4f9a4473f4af6da","name":"todo","arguments":{"action":"update","id":5,"status":"completed"}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":308,"output":25,"cacheRead":47616,"cacheWrite":0,"totalTokens":47949,"cost":{"input":0.0007700000000000001,"output":0.000375,"cacheRead":0.011904,"cacheWrite":0,"total":0.013049}},"stopReason":"toolUse","timestamp":1780799477046,"responseId":"resp_0a9e4511c6d55ec0016a24d7f51fb8819198b51f0a99b415a6"}}
{"type":"message","id":"eaaa6364","parentId":"12a25e51","timestamp":"2026-06-07T02:31:18.525Z","message":{"role":"toolResult","toolCallId":"call_mYGHToOuirsbc0LwTJitje9R|fc_0a9e4511c6d55ec0016a24d7f607e48191b4f9a4473f4af6da","toolName":"todo","content":[{"type":"text","text":"Updated #5 (pending → completed)"}],"details":{"action":"update","params":{"action":"update","id":5,"status":"completed"},"tasks":[{"id":1,"subject":"Revisar actividad últimas 4 semanas desde wifi tracker","status":"completed","description":"Encontrar datos del wifi tracker, calcular actividad de las últimas 4 semanas y responder al usuario.","activeForm":"revisando wifi tracker"},{"id":2,"subject":"Revisar metadata y móviles en wifi tracker","status":"completed","description":"Ver si hay más historia por metadata/rotación y contar móviles con perfil de conexión.","activeForm":"revisando metadata y móviles"},{"id":3,"subject":"Renombrar aliases y explicar retención wifi tracker","status":"completed","description":"Actualizar aliases de móviles indicados por el usuario y revisar por qué rota el log, si se puede recuperar y comprimir.","activeForm":"actualizando aliases y revisando retención"},{"id":4,"subject":"Mejorar retención wifi tracker","status":"completed","description":"Implementar compresión de logs rotados y resumen diario persistente para conservar más historial del wifi tracker con bajo uso de espacio. Actualizar código y docs, validar funcionamiento.","activeForm":"mejorando retención wifi tracker"},{"id":5,"subject":"Desactivar borrado de rotados wifi tracker","status":"completed","description":"Cambiar wifi tracker para que no elimine logs rotados y conserve todo, manteniendo compresión y rotación.","activeForm":"desactivando borrado de rotados"}],"nextId":6},"isError":false,"timestamp":1780799478524}}
{"type":"message","id":"63edfaaf","parentId":"eaaa6364","timestamp":"2026-06-07T02:31:22.313Z","message":{"role":"assistant","content":[{"type":"text","text":"Hecho.\n\nCambié:\n- `ROTATE_KEEP=0`\n- significado:\n  no borra rotados nunca\n- sigue:\n  rotando + comprimiendo `.gz`\n\nArchivo tocado:\n- `/home/sebas/pi-config/bin/wifi-presence-log`\n- docs:\n  `/home/sebas/pi-config/docs/wifi-tracker.md`\n\nValidé:\n- compila OK\n- config efectiva:\n  `ROTATE_KEEP 0`\n\nResultado:\n- no perdés historial\n- no te queda un archivo gigante\n- espacio sigue siendo mínimo\n  porque los rotados van gzip\n\nSi querés, próximo paso útil:\n- mostrar en la UI\n  “historial total retenido:\n  desde X hasta hoy”","textSignature":"{\"v\":1,\"id\":\"msg_0a9e4511c6d55ec0016a24d7f76b8881918433218ba7d09296\",\"phase\":\"final_answer\"}"}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":351,"output":156,"cacheRead":47616,"cacheWrite":0,"totalTokens":48123,"cost":{"input":0.0008775,"output":0.00234,"cacheRead":0.011904,"cacheWrite":0,"total":0.0151215}},"stopReason":"stop","timestamp":1780799478526,"responseId":"resp_0a9e4511c6d55ec0016a24d7f6a0408191b3b3306d13ae7844"}}
{"type":"message","id":"be442fa2","parentId":"63edfaaf","timestamp":"2026-06-07T23:46:53.796Z","message":{"role":"user","content":[{"type":"text","text":"/new"}],"timestamp":1780876013794}}
{"type":"message","id":"be6e37e7","parentId":"be442fa2","timestamp":"2026-06-07T23:46:58.573Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"call_aJ37rwSWtllTDgFOXv02JHkI|fc_0a9e4511c6d55ec0016a2602f1fb348191885b3206404857a2","name":"bash","arguments":{"command":"/home/sebas/pi-config/bin/pi-telegram-new-session","timeout":120}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":48096,"output":33,"cacheRead":0,"cacheWrite":0,"totalTokens":48129,"cost":{"input":0.12024000000000001,"output":0.000495,"cacheRead":0,"cacheWrite":0,"total":0.12073500000000001}},"stopReason":"toolUse","timestamp":1780876013798,"responseId":"resp_0a9e4511c6d55ec0016a2602eebad8819194fdc3de08371991"}}
{"type":"message","id":"eaa3249d","parentId":"be6e37e7","timestamp":"2026-06-07T23:46:58.586Z","message":{"role":"toolResult","toolCallId":"call_aJ37rwSWtllTDgFOXv02JHkI|fc_0a9e4511c6d55ec0016a2602f1fb348191885b3206404857a2","toolName":"bash","content":[{"type":"text","text":"queued new Telegram Pi session: pi-telegram\n"}],"isError":false,"timestamp":1780876018586}}
{"type":"message","id":"c8e81dbf","parentId":"eaa3249d","timestamp":"2026-06-07T23:47:00.528Z","message":{"role":"assistant","content":[{"type":"text","text":"Hecho.","textSignature":"{\"v\":1,\"id\":\"msg_0a9e4511c6d55ec0016a2602f44ce481919f3062b26bba2ed4\",\"phase\":\"final_answer\"}"}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":534,"output":7,"cacheRead":47616,"cacheWrite":0,"totalTokens":48157,"cost":{"input":0.001335,"output":0.000105,"cacheRead":0.011904,"cacheWrite":0,"total":0.013344}},"stopReason":"stop","timestamp":1780876018589,"responseId":"resp_0a9e4511c6d55ec0016a2602f2aec8819180d1a657f2e8bb22"}}