--- schema: 1 type: video title: Why We Switched From Claude Code to Codex description: >- In January, Dan Shipper wrote that whoever wins vibe coding wins how you work on your computer—and OpenAI had some serious catching up to do. Three months and the release of GPT-5.5 later, Codex has more than caught up. Austin Tedesco, Every's head of growth, now spends about 80 percent of his working time inside the Codex desktop app, doing everything from drafting go-to-market plans from a stack of meeting transcripts to rebuilding the company's KPI dashboard. On this episode of AI & I, Dan sat down with Austin to discuss why the agent management interface—a desktop app built on top of a coding agent—is becoming the new operating system for knowledge work, and why Codex has become his daily driver. If you found this episode interesting, please like, subscribe, comment, and share! To hear more from Dan Shipper: Subscribe to Every: every.to/subscribe Follow him on X: twitter.com/danshipper Join the membership for Where You Live at https://www.joinbilt.com/dan Timestamps for YouTube: 00:00:00 Introduction 00:00:57 How Codex went from a tool for senior engineers to a daily driver for knowledge work 00:02:42 How Claude Code proved that a great coding agent works for any knowledge work 00:07:24 Austin's switch to Codex 00:13:48 How Austin set up Codex with folders, keys, and reviewer agents 00:18:24 Using Codex to brainstorm automations across Gmail, Slack, and Notion 00:22:42 How Austin manages the human review step when Codex is drafting communications 00:28:54 Using Codex to build specialized agents inspired by product executive Claire Vo 00:31:09 Synthesizing meeting transcripts and Slack threads into a go-to-market plan 00:40:15 Building a live KPI tracker in Notion that agents can read 00:44:54 Using Codex for recruiting Links to resources mentioned in the episode: Austin on X: @tedescau Dan's January essay on OpenAI's catch-up problem: every.to/chain-of-thought/openai-has-some-catching-up-to-do Every's vibe check on GPT-5.5: every.to/vibe-check/gpt-5-5 canonical: 'https://liquidgold.cc/watch/x9BNBcP_C7Q' markdown: 'https://liquidgold.cc/watch/x9BNBcP_C7Q.md' llms: 'https://liquidgold.cc/watch/x9BNBcP_C7Q/llms.txt' parent: 'https://liquidgold.cc/channel/everyinc.md' channel: everyinc updated: '2026-10-24T01:03:32.394Z' language: null children: [] videoId: x9BNBcP_C7Q durationSeconds: 3504 publishedAt: '2026-05-06T15:01:45.000Z' searchChunks: - ordinal: 0 text: null startSeconds: 73 endSeconds: 171 watch: 'https://liquidgold.cc/watch/x9BNBcP_C7Q?t=73' heldReason: rights - ordinal: 1 text: null startSeconds: 181 endSeconds: 449 watch: 'https://liquidgold.cc/watch/x9BNBcP_C7Q?t=181' heldReason: rights - ordinal: 2 text: null startSeconds: 181 endSeconds: 449 watch: 'https://liquidgold.cc/watch/x9BNBcP_C7Q?t=181' heldReason: rights - ordinal: 3 text: null startSeconds: 573 endSeconds: 654 watch: 'https://liquidgold.cc/watch/x9BNBcP_C7Q?t=573' heldReason: rights - ordinal: 4 text: null startSeconds: 573 endSeconds: 654 watch: 'https://liquidgold.cc/watch/x9BNBcP_C7Q?t=573' heldReason: rights - ordinal: 5 text: null startSeconds: 838 endSeconds: 850 watch: 'https://liquidgold.cc/watch/x9BNBcP_C7Q?t=838' heldReason: rights - ordinal: 6 text: null startSeconds: 850 endSeconds: 1111 watch: 'https://liquidgold.cc/watch/x9BNBcP_C7Q?t=850' heldReason: rights - ordinal: 7 text: null startSeconds: 1111 endSeconds: 1122 watch: 'https://liquidgold.cc/watch/x9BNBcP_C7Q?t=1111' heldReason: rights - ordinal: 8 text: null startSeconds: 1122 endSeconds: 1363 watch: 'https://liquidgold.cc/watch/x9BNBcP_C7Q?t=1122' heldReason: rights - ordinal: 9 text: null startSeconds: 1374 endSeconds: 1453 watch: 'https://liquidgold.cc/watch/x9BNBcP_C7Q?t=1374' heldReason: rights - ordinal: 10 text: null startSeconds: 1464 endSeconds: 1573 watch: 'https://liquidgold.cc/watch/x9BNBcP_C7Q?t=1464' heldReason: rights - ordinal: 11 text: null startSeconds: 1573 endSeconds: 1583 watch: 'https://liquidgold.cc/watch/x9BNBcP_C7Q?t=1573' heldReason: rights - ordinal: 12 text: null startSeconds: 1687 endSeconds: 1743 watch: 'https://liquidgold.cc/watch/x9BNBcP_C7Q?t=1687' heldReason: rights - ordinal: 13 text: null startSeconds: 1743 endSeconds: 1755 watch: 'https://liquidgold.cc/watch/x9BNBcP_C7Q?t=1743' heldReason: rights - ordinal: 14 text: null startSeconds: 1884 endSeconds: 1970 watch: 'https://liquidgold.cc/watch/x9BNBcP_C7Q?t=1884' heldReason: rights - ordinal: 15 text: null startSeconds: 2079 endSeconds: 2090 watch: 'https://liquidgold.cc/watch/x9BNBcP_C7Q?t=2079' heldReason: rights - ordinal: 16 text: null startSeconds: 2313 endSeconds: 2424 watch: 'https://liquidgold.cc/watch/x9BNBcP_C7Q?t=2313' heldReason: rights - ordinal: 17 text: null startSeconds: 2424 endSeconds: 2435 watch: 'https://liquidgold.cc/watch/x9BNBcP_C7Q?t=2424' heldReason: rights - ordinal: 18 text: null startSeconds: 2694 endSeconds: 2706 watch: 'https://liquidgold.cc/watch/x9BNBcP_C7Q?t=2694' heldReason: rights - ordinal: 19 text: null startSeconds: 3034 endSeconds: 3045 watch: 'https://liquidgold.cc/watch/x9BNBcP_C7Q?t=3034' heldReason: rights - ordinal: 20 text: null startSeconds: 3133 endSeconds: 3144 watch: 'https://liquidgold.cc/watch/x9BNBcP_C7Q?t=3133' heldReason: rights - ordinal: 21 text: null startSeconds: 3234 endSeconds: 3356 watch: 'https://liquidgold.cc/watch/x9BNBcP_C7Q?t=3234' heldReason: rights - ordinal: 22 text: null startSeconds: 3368 endSeconds: 3504 watch: 'https://liquidgold.cc/watch/x9BNBcP_C7Q?t=3368' heldReason: rights --- # Why We Switched From Claude Code to Codex In January, Dan Shipper wrote that whoever wins vibe coding wins how you work on your computer—and OpenAI had some serious catching up to do. Three months and the release of GPT-5.5 later, Codex has more than caught up. Austin Tedesco, Every's head of growth, now spends about 80 percent of his working time inside the Codex desktop app, doing everything from drafting go-to-market plans from a stack of meeting transcripts to rebuilding the company's KPI dashboard. On this episode of AI & I, Dan sat down with Austin to discuss why the agent management interface—a desktop app built on top of a coding agent—is becoming the new operating system for knowledge work, and why Codex has become his daily driver. If you found this episode interesting, please like, subscribe, comment, and share! To hear more from Dan Shipper: Subscribe to Every: every.to/subscribe Follow him on X: twitter.com/danshipper Join the membership for Where You Live at https://www.joinbilt.com/dan Timestamps for YouTube: 00:00:00 Introduction 00:00:57 How Codex went from a tool for senior engineers to a daily driver for knowledge work 00:02:42 How Claude Code proved that a great coding agent works for any knowledge work 00:07:24 Austin's switch to Codex 00:13:48 How Austin set up Codex with folders, keys, and reviewer agents 00:18:24 Using Codex to brainstorm automations across Gmail, Slack, and Notion 00:22:42 How Austin manages the human review step when Codex is drafting communications 00:28:54 Using Codex to build specialized agents inspired by product executive Claire Vo 00:31:09 Synthesizing meeting transcripts and Slack threads into a go-to-market plan 00:40:15 Building a live KPI tracker in Notion that agents can read 00:44:54 Using Codex for recruiting Links to resources mentioned in the episode: Austin on X: @tedescau Dan's January essay on OpenAI's catch-up problem: every.to/chain-of-thought/openai-has-some-catching-up-to-do Every's vibe check on GPT-5.5: every.to/vibe-check/gpt-5-5 Canonical: https://liquidgold.cc/watch/x9BNBcP_C7Q · 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.