# messages_in

id: 1783561419.485319:ag-1779666729747-9n7kga
kind: chat-sdk
timestamp: 2026-07-09T01:43:39.485Z
status: completed
series_id: 1783561419.485319:ag-1779666729747-9n7kga
platform_id: slack:C0BD03A2QS3
channel_type: slack
thread_id: slack:C0BD03A2QS3:1783561419.485319
content:
  {"_type":"chat:Message","id":"1783561419.485319","threadId":"slack:C0BD03A2QS3:1783561419.485319","text":"@U0BFL0HCL20 please ingest this, is it really as useful as it sounds? Should we use it?","formatted":{"type":"root","children":[{"type":"paragraph","children":[{"type":"text","value":"@U0BFL0HCL20 please ingest this, is it really as useful as it sounds? Should we use it?","position":{"start":{"line":1,"column":1,"offset":0},"end":{"line":1,"column":88,"offset":87}}}],"position":{"start":{"line":1,"column":1,"offset":0},"end":{"line":1,"column":89,"offset":88}}}],"position":{"start":{"line":1,"column":1,"offset":0},"end":{"line":1,"column":89,"offset":88}}},"author":{"userId":"U0BCUE3CBN3","userName":"James","fullName":"James Lopez","isBot":false,"isMe":false},"metadata":{"dateSent":"2026-07-09T01:43:39.485Z","edited":false},"attachments":[],"isMention":true,"senderId":"U0BCUE3CBN3","sender":"James Lopez","senderName":"James Lopez"}


id: 1783561487.839679:ag-1779666729747-9n7kga
kind: chat-sdk
timestamp: 2026-07-09T01:44:47.839Z
status: completed
series_id: 1783561487.839679:ag-1779666729747-9n7kga
platform_id: slack:C0BD03A2QS3
channel_type: slack
thread_id: slack:C0BD03A2QS3:1783561419.485319
content:
  {"_type":"chat:Message","id":"1783561487.839679","threadId":"slack:C0BD03A2QS3:1783561419.485319","text":"Oops here it is @U0BFL0HCL20 https://github.com/nagisanzenin/effortmining","formatted":{"type":"root","children":[{"type":"paragraph","children":[{"type":"text","value":"Oops here it is @U0BFL0HCL20 ","position":{"start":{"line":1,"column":1,"offset":0},"end":{"line":1,"column":30,"offset":29}}},{"type":"link","title":null,"url":"https://github.com/nagisanzenin/effortmining","children":[{"type":"text","value":"https://github.com/nagisanzenin/effortmining","position":{"start":{"line":1,"column":31,"offset":30},"end":{"line":1,"column":75,"offset":74}}}],"position":{"start":{"line":1,"column":30,"offset":29},"end":{"line":1,"column":122,"offset":121}}}],"position":{"start":{"line":1,"column":1,"offset":0},"end":{"line":1,"column":123,"offset":122}}}],"position":{"start":{"line":1,"column":1,"offset":0},"end":{"line":1,"column":123,"offset":122}}},"author":{"userId":"U0BCUE3CBN3","userName":"James","fullName":"James Lopez","isBot":false,"isMe":false},"metadata":{"dateSent":"2026-07-09T01:44:47.839Z","edited":false},"attachments":[],"isMention":true,"links":[{"url":"https://github.com/nagisanzenin/effortmining"}],"senderId":"U0BCUE3CBN3","sender":"James Lopez","senderName":"James Lopez"}


id: 1783562226.754229:ag-1779666729747-9n7kga
kind: chat-sdk
timestamp: 2026-07-09T01:57:06.754Z
status: completed
series_id: 1783562226.754229:ag-1779666729747-9n7kga
platform_id: slack:C0BD03A2QS3
channel_type: slack
thread_id: slack:C0BD03A2QS3:1783561419.485319
content:
  {"_type":"chat:Message","id":"1783562226.754229","threadId":"slack:C0BD03A2QS3:1783561419.485319","text":"@U0BFL0HCL20 I often use sonnet for implementation and fable for planning (while I have access, otherwise opus) and I also have a $20/mo codex plan. So it sounds like that calibration is likely needed, is the calibrate passive too or burns tokens to do it?","formatted":{"type":"root","children":[{"type":"paragraph","children":[{"type":"text","value":"@U0BFL0HCL20 I often use sonnet for implementation and fable for planning (while I have access, otherwise opus) and I also have a $20/mo codex plan. So it sounds like that calibration is likely needed, is the calibrate passive too or burns tokens to do it?","position":{"start":{"line":1,"column":1,"offset":0},"end":{"line":1,"column":257,"offset":256}}}],"position":{"start":{"line":1,"column":1,"offset":0},"end":{"line":1,"column":258,"offset":257}}}],"position":{"start":{"line":1,"column":1,"offset":0},"end":{"line":1,"column":258,"offset":257}}},"author":{"userId":"U0BCUE3CBN3","userName":"James","fullName":"James Lopez","isBot":false,"isMe":false},"metadata":{"dateSent":"2026-07-09T01:57:06.754Z","edited":false},"attachments":[],"isMention":true,"senderId":"U0BCUE3CBN3","sender":"James Lopez","senderName":"James Lopez"}


id: 1783562707.158689:ag-1779666729747-9n7kga
kind: chat-sdk
timestamp: 2026-07-09T02:05:07.158Z
status: completed
series_id: 1783562707.158689:ag-1779666729747-9n7kga
platform_id: slack:C0BD03A2QS3
channel_type: slack
thread_id: slack:C0BD03A2QS3:1783561419.485319
content:
  {"_type":"chat:Message","id":"1783562707.158689","threadId":"slack:C0BD03A2QS3:1783561419.485319","text":"@U0BFL0HCL20 any idea what it would take to adapt it to work for models from OpenAI as well?","formatted":{"type":"root","children":[{"type":"paragraph","children":[{"type":"text","value":"@U0BFL0HCL20 any idea what it would take to adapt it to work for models from OpenAI as well?","position":{"start":{"line":1,"column":1,"offset":0},"end":{"line":1,"column":93,"offset":92}}}],"position":{"start":{"line":1,"column":1,"offset":0},"end":{"line":1,"column":94,"offset":93}}}],"position":{"start":{"line":1,"column":1,"offset":0},"end":{"line":1,"column":94,"offset":93}}},"author":{"userId":"U0BCUE3CBN3","userName":"James","fullName":"James Lopez","isBot":false,"isMe":false},"metadata":{"dateSent":"2026-07-09T02:05:07.158Z","edited":false},"attachments":[],"isMention":true,"senderId":"U0BCUE3CBN3","sender":"James Lopez","senderName":"James Lopez"}


id: 1783564079.869679:ag-1779666729747-9n7kga
kind: chat-sdk
timestamp: 2026-07-09T02:27:59.869Z
status: completed
series_id: 1783564079.869679:ag-1779666729747-9n7kga
platform_id: slack:C0BD03A2QS3
channel_type: slack
thread_id: slack:C0BD03A2QS3:1783564079.869679
content:
  {"_type":"chat:Message","id":"1783564079.869679","threadId":"slack:C0BD03A2QS3:1783564079.869679","text":"@U0BFL0HCL20 whoa this might be useful https://x.com/mvanhorn/status/2074955232728281432?s=46","formatted":{"type":"root","children":[{"type":"paragraph","children":[{"type":"text","value":"@U0BFL0HCL20 whoa this might be useful ","position":{"start":{"line":1,"column":1,"offset":0},"end":{"line":1,"column":40,"offset":39}}},{"type":"link","title":null,"url":"https://x.com/mvanhorn/status/2074955232728281432?s=46","children":[{"type":"text","value":"https://x.com/mvanhorn/status/2074955232728281432?s=46","position":{"start":{"line":1,"column":41,"offset":40},"end":{"line":1,"column":95,"offset":94}}}],"position":{"start":{"line":1,"column":40,"offset":39},"end":{"line":1,"column":152,"offset":151}}}],"position":{"start":{"line":1,"column":1,"offset":0},"end":{"line":1,"column":153,"offset":152}}}],"position":{"start":{"line":1,"column":1,"offset":0},"end":{"line":1,"column":153,"offset":152}}},"author":{"userId":"U0BCUE3CBN3","userName":"James","fullName":"James Lopez","isBot":false,"isMe":false},"metadata":{"dateSent":"2026-07-09T02:27:59.869Z","edited":false},"attachments":[],"isMention":true,"links":[{"url":"https://x.com/mvanhorn/status/2074955232728281432?s=46"}],"senderId":"U0BCUE3CBN3","sender":"James Lopez","senderName":"James Lopez","linkIngestions":[{"source":"twitter","url":"https://x.com/mvanhorn/status/2074955232728281432","canonicalUrl":"https://x.com/mvanhorn/status/2074955232728281432","status":"ready","kind":"video","caption":"Introducing - @slashlast30days v3.11 - the biggest release yet. Last30Days - the agentic search engine with ⭐51K stars.  v3.11: your agent now reads X, Reddit, YouTube, TikTok, Instagram, arXiv, Techmeme, Hacker News, Digg, and Polymarket in ONE command.  NEW:  - Codex: now a https://t.co/i4QSIPCMYn","author":"Matt Van Horn","transcript":"#EXTM3U #EXT-X-PLAYLIST-TYPE:VOD #EXT-X-VERSION:3 #EXT-X-TARGETDURATION:74 #EXT-X-MEDIA-SEQUENCE:0 #EXTINF:73.045, /subtitles/amplify_video/2074955180794417152/0/7ogGFi4WtMoN0T2Y.vtt #EXT-X-ENDLIST","relatedPosts":[],"cachedAt":"2026-07-09T02:28:04.223Z"}]}


