--- schema: 1 type: video title: OpenAI’s Codex Workflows for Knowledge Work description: >- Codex can turn the work you already do into software. In this video, Romain Huet and Dominik Kundel, who work on developer experience for Codex, show how to move from research in ChatGPT directly into a build in Codex. Dominik also demos Codex reconstructing interactive documentation from screenshots and video. Then Kyle Kober, who works in product finance at OpenAI, demos the internal finance system he built for the company’s monthly compute close. It compresses roughly five days of work into five hours and gets the team 95 percent of the way through the work before final human review. His advice is to start with one of your hard, recurring processes, teach Codex the real work you for it, and then turn whatever you can handoff to an agent into skills. Every All Access members can redeem $1,000 in Codex credits plus one month of ChatGPT Business for up to two seats through the Builder Pack. The offer works with existing ChatGPT Business accounts. Redeem the OpenAI offer: https://every.to/builder-pack Timestamps 00:00 The gold standard for knowledge work 02:15 ChatGPT Work vs Codex 04:12 New Codex features 04:44 Loops for everyone 06:15 Autonomy and parallel tasks 07:22 Docs revamp demo 08:04 Visualizations feature 10:34 Computer use breakthrough 11:22 Chrome site chat tip 13:26 Codex as finance OS 15:11 Building a compute app 20:22 How to build better 24:28 Trust and verification 27:51 Projects skills and guardrails canonical: 'https://liquidgold.cc/watch/B9N0P5-R4m0' markdown: 'https://liquidgold.cc/watch/B9N0P5-R4m0.md' llms: 'https://liquidgold.cc/watch/B9N0P5-R4m0/llms.txt' parent: 'https://liquidgold.cc/channel/everyinc.md' channel: everyinc updated: '2026-10-23T22:21:55.390Z' language: null children: [] videoId: B9N0P5-R4m0 durationSeconds: 1770 publishedAt: '2026-07-21T21:24:34.000Z' searchChunks: - ordinal: 0 text: null startSeconds: 137 endSeconds: 147 watch: 'https://liquidgold.cc/watch/B9N0P5-R4m0?t=137' heldReason: rights - ordinal: 1 text: null startSeconds: 147 endSeconds: 257 watch: 'https://liquidgold.cc/watch/B9N0P5-R4m0?t=147' heldReason: rights - ordinal: 2 text: null startSeconds: 267 endSeconds: 288 watch: 'https://liquidgold.cc/watch/B9N0P5-R4m0?t=267' heldReason: rights - ordinal: 3 text: null startSeconds: 301 endSeconds: 375 watch: 'https://liquidgold.cc/watch/B9N0P5-R4m0?t=301' heldReason: rights - ordinal: 4 text: null startSeconds: 386 endSeconds: 449 watch: 'https://liquidgold.cc/watch/B9N0P5-R4m0?t=386' heldReason: rights - ordinal: 5 text: null startSeconds: 494 endSeconds: 504 watch: 'https://liquidgold.cc/watch/B9N0P5-R4m0?t=494' heldReason: rights - ordinal: 6 text: null startSeconds: 646 endSeconds: 688 watch: 'https://liquidgold.cc/watch/B9N0P5-R4m0?t=646' heldReason: rights - ordinal: 7 text: null startSeconds: 699 endSeconds: 806 watch: 'https://liquidgold.cc/watch/B9N0P5-R4m0?t=699' heldReason: rights - ordinal: 8 text: null startSeconds: 817 endSeconds: 913 watch: 'https://liquidgold.cc/watch/B9N0P5-R4m0?t=817' heldReason: rights - ordinal: 9 text: null startSeconds: 817 endSeconds: 913 watch: 'https://liquidgold.cc/watch/B9N0P5-R4m0?t=817' heldReason: rights - ordinal: 10 text: null startSeconds: 923 endSeconds: 1009 watch: 'https://liquidgold.cc/watch/B9N0P5-R4m0?t=923' heldReason: rights - ordinal: 11 text: null startSeconds: 1020 endSeconds: 1113 watch: 'https://liquidgold.cc/watch/B9N0P5-R4m0?t=1020' heldReason: rights - ordinal: 12 text: null startSeconds: 1124 endSeconds: 1229 watch: 'https://liquidgold.cc/watch/B9N0P5-R4m0?t=1124' heldReason: rights - ordinal: 13 text: null startSeconds: 1240 endSeconds: 1474 watch: 'https://liquidgold.cc/watch/B9N0P5-R4m0?t=1240' heldReason: rights - ordinal: 14 text: null startSeconds: 1240 endSeconds: 1474 watch: 'https://liquidgold.cc/watch/B9N0P5-R4m0?t=1240' heldReason: rights - ordinal: 15 text: null startSeconds: 1485 endSeconds: 1675 watch: 'https://liquidgold.cc/watch/B9N0P5-R4m0?t=1485' heldReason: rights - ordinal: 16 text: null startSeconds: 1485 endSeconds: 1675 watch: 'https://liquidgold.cc/watch/B9N0P5-R4m0?t=1485' heldReason: rights - ordinal: 17 text: null startSeconds: 1685 endSeconds: 1770 watch: 'https://liquidgold.cc/watch/B9N0P5-R4m0?t=1685' heldReason: rights --- # OpenAI’s Codex Workflows for Knowledge Work Codex can turn the work you already do into software. In this video, Romain Huet and Dominik Kundel, who work on developer experience for Codex, show how to move from research in ChatGPT directly into a build in Codex. Dominik also demos Codex reconstructing interactive documentation from screenshots and video. Then Kyle Kober, who works in product finance at OpenAI, demos the internal finance system he built for the company’s monthly compute close. It compresses roughly five days of work into five hours and gets the team 95 percent of the way through the work before final human review. His advice is to start with one of your hard, recurring processes, teach Codex the real work you for it, and then turn whatever you can handoff to an agent into skills. Every All Access members can redeem $1,000 in Codex credits plus one month of ChatGPT Business for up to two seats through the Builder Pack. The offer works with existing ChatGPT Business accounts. Redeem the OpenAI offer: https://every.to/builder-pack Timestamps 00:00 The gold standard for knowledge work 02:15 ChatGPT Work vs Codex 04:12 New Codex features 04:44 Loops for everyone 06:15 Autonomy and parallel tasks 07:22 Docs revamp demo 08:04 Visualizations feature 10:34 Computer use breakthrough 11:22 Chrome site chat tip 13:26 Codex as finance OS 15:11 Building a compute app 20:22 How to build better 24:28 Trust and verification 27:51 Projects skills and guardrails Canonical: https://liquidgold.cc/watch/B9N0P5-R4m0 · Channel: [Every](https://liquidgold.cc/channel/everyinc.md) > Search chunk text is held until public-source provenance is verified. ## Document chunks > Missing: no stored document chunks are available.