--- schema: 1 type: video title: The Secrets of Claude's Agent Platform From the Team Who Built It description: >- In the future, you’ll be able to accomplish a goal by just giving Claude an outcome and a budget. That’s the direction Anthropic is building in with its new Managed Agents features, announced at this week’s Code with Claude developer event. The basic idea: Claude, wrapped in a computer in the cloud, that you can spin up, scale, and manage as needed. Anthropic is taking on the infrastructure that kills most agent products, and making sure that it scales to meet the needs of agents running 24/7. On this week’s AI & I from @every, I talk with Angela Jiang (@angjiang), head of product for the Claude platform, and Katelyn Lesse (@katelyn_lesse), head of engineering for the Claude platform, about what Anthropic is building and what it takes to make agents reliable in production. If you found this episode interesting, please like, subscribe, comment, and share! To hear more from Dan Shipper: Subscribe to Every: https://every.to/subscribe Follow him on X: https://twitter.com/danshipper Timestamps: 00:01:48 - How the Claude platform evolved from API to agents 00:04:09 - The primitives that make up Claude Managed Agents 00:10:37 - Why the harness and the model are becoming a single unit 00:18:49 - The infrastructure wall that kills most agent projects in production 00:24:49 - Why team agents need a different shape than individual productivity tools 00:26:36 - How Anthropic's legal team uses an agent to review marketing copy 00:34:24 - Using multi-agent orchestration for advisor strategies, adversarial pairs, and swarms 00:35:50 - How to measure agent success with outcome and budget as the end state 00:39:11 - What the platform looks like a year from now, when Claude writes its own harness canonical: >- https://liquidgold.cc/channel/everyinc/explore/video/the-secrets-of-claude-s-agent-platform-from-the-tea-e399a467f774 markdown: >- https://liquidgold.cc/channel/everyinc/video/the-secrets-of-claude-s-agent-platform-from-the-tea-e399a467f774.md llms: null parent: 'https://liquidgold.cc/channel/everyinc.md' channel: everyinc updated: '2026-10-24T01:08:11.925Z' language: null children: [] videoId: lLypHkIVLqc durationSeconds: 2601 publishedAt: '2026-05-08T20:22:38.000Z' searchChunks: - ordinal: 0 text: null startSeconds: 227 endSeconds: 338 watch: 'https://liquidgold.cc/watch/lLypHkIVLqc?t=227' heldReason: rights - ordinal: 1 text: null startSeconds: 118 endSeconds: 216 watch: 'https://liquidgold.cc/watch/lLypHkIVLqc?t=118' heldReason: rights - ordinal: 2 text: null startSeconds: 692 endSeconds: 803 watch: 'https://liquidgold.cc/watch/lLypHkIVLqc?t=692' heldReason: rights - ordinal: 3 text: null startSeconds: 813 endSeconds: 938 watch: 'https://liquidgold.cc/watch/lLypHkIVLqc?t=813' heldReason: rights - ordinal: 4 text: null startSeconds: 813 endSeconds: 938 watch: 'https://liquidgold.cc/watch/lLypHkIVLqc?t=813' heldReason: rights - ordinal: 5 text: null startSeconds: 1170 endSeconds: 1259 watch: 'https://liquidgold.cc/watch/lLypHkIVLqc?t=1170' heldReason: rights - ordinal: 6 text: null startSeconds: 1170 endSeconds: 1259 watch: 'https://liquidgold.cc/watch/lLypHkIVLqc?t=1170' heldReason: rights - ordinal: 7 text: null startSeconds: 1048 endSeconds: 1159 watch: 'https://liquidgold.cc/watch/lLypHkIVLqc?t=1048' heldReason: rights - ordinal: 8 text: null startSeconds: 1270 endSeconds: 1357 watch: 'https://liquidgold.cc/watch/lLypHkIVLqc?t=1270' heldReason: rights - ordinal: 9 text: null startSeconds: 1357 endSeconds: 1367 watch: 'https://liquidgold.cc/watch/lLypHkIVLqc?t=1357' heldReason: rights - ordinal: 10 text: null startSeconds: 1367 endSeconds: 1465 watch: 'https://liquidgold.cc/watch/lLypHkIVLqc?t=1367' heldReason: rights - ordinal: 11 text: null startSeconds: 1476 endSeconds: 1563 watch: 'https://liquidgold.cc/watch/lLypHkIVLqc?t=1476' heldReason: rights - ordinal: 12 text: null startSeconds: 1694 endSeconds: 1782 watch: 'https://liquidgold.cc/watch/lLypHkIVLqc?t=1694' heldReason: rights - ordinal: 13 text: null startSeconds: 1574 endSeconds: 1683 watch: 'https://liquidgold.cc/watch/lLypHkIVLqc?t=1574' heldReason: rights - ordinal: 14 text: null startSeconds: 1793 endSeconds: 1879 watch: 'https://liquidgold.cc/watch/lLypHkIVLqc?t=1793' heldReason: rights - ordinal: 15 text: null startSeconds: 1889 endSeconds: 1996 watch: 'https://liquidgold.cc/watch/lLypHkIVLqc?t=1889' heldReason: rights - ordinal: 16 text: null startSeconds: 2007 endSeconds: 2094 watch: 'https://liquidgold.cc/watch/lLypHkIVLqc?t=2007' heldReason: rights - ordinal: 17 text: null startSeconds: 2094 endSeconds: 2104 watch: 'https://liquidgold.cc/watch/lLypHkIVLqc?t=2094' heldReason: rights - ordinal: 18 text: null startSeconds: 2104 endSeconds: 2184 watch: 'https://liquidgold.cc/watch/lLypHkIVLqc?t=2104' heldReason: rights - ordinal: 19 text: null startSeconds: 2184 endSeconds: 2195 watch: 'https://liquidgold.cc/watch/lLypHkIVLqc?t=2184' heldReason: rights - ordinal: 20 text: null startSeconds: 2292 endSeconds: 2303 watch: 'https://liquidgold.cc/watch/lLypHkIVLqc?t=2292' heldReason: rights - ordinal: 21 text: null startSeconds: 2403 endSeconds: 2414 watch: 'https://liquidgold.cc/watch/lLypHkIVLqc?t=2403' heldReason: rights - ordinal: 22 text: null startSeconds: 2512 endSeconds: 2524 watch: 'https://liquidgold.cc/watch/lLypHkIVLqc?t=2512' heldReason: rights - ordinal: 23 text: null startSeconds: 227 endSeconds: 338 watch: 'https://liquidgold.cc/watch/lLypHkIVLqc?t=227' heldReason: rights --- # The Secrets of Claude's Agent Platform From the Team Who Built It In the future, you’ll be able to accomplish a goal by just giving Claude an outcome and a budget. That’s the direction Anthropic is building in with its new Managed Agents features, announced at this week’s Code with Claude developer event. The basic idea: Claude, wrapped in a computer in the cloud, that you can spin up, scale, and manage as needed. Anthropic is taking on the infrastructure that kills most agent products, and making sure that it scales to meet the needs of agents running 24/7. On this week’s AI & I from @every, I talk with Angela Jiang (@angjiang), head of product for the Claude platform, and Katelyn Lesse (@katelyn_lesse), head of engineering for the Claude platform, about what Anthropic is building and what it takes to make agents reliable in production. If you found this episode interesting, please like, subscribe, comment, and share! To hear more from Dan Shipper: Subscribe to Every: https://every.to/subscribe Follow him on X: https://twitter.com/danshipper Timestamps: 00:01:48 - How the Claude platform evolved from API to agents 00:04:09 - The primitives that make up Claude Managed Agents 00:10:37 - Why the harness and the model are becoming a single unit 00:18:49 - The infrastructure wall that kills most agent projects in production 00:24:49 - Why team agents need a different shape than individual productivity tools 00:26:36 - How Anthropic's legal team uses an agent to review marketing copy 00:34:24 - Using multi-agent orchestration for advisor strategies, adversarial pairs, and swarms 00:35:50 - How to measure agent success with outcome and budget as the end state 00:39:11 - What the platform looks like a year from now, when Claude writes its own harness Canonical: https://liquidgold.cc/channel/everyinc/explore/video/the-secrets-of-claude-s-agent-platform-from-the-tea-e399a467f774 · 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.