--- schema: 1 type: channel title: AI Engineer description: >- We turn high signal in-person events for the top AI engineers, founders, leaders, and researchers in the world into the best free learning opportunities for millions around the world here on YouTube. Your subscribes, likes, comments, speaking, attendance, or sponsorships goes a long way toward making our biz model sustainable indefinitely. We strongly believe this industry deserves a better class of community and that we know how to do this well; we just need your support. canonical: 'https://liquidgold.cc/channel/aidotengineer' markdown: 'https://liquidgold.cc/channel/aidotengineer.md' llms: 'https://liquidgold.cc/channel/aidotengineer/llms.txt' parent: 'https://liquidgold.cc/llms.txt' channel: aidotengineer updated: '2026-10-24T15:25:18.813Z' language: en children: - 'https://liquidgold.cc/channel/aidotengineer/SKILL.md' - >- https://liquidgold.cc/channel/aidotengineer/explore/topic/operator-capability-and-cost-per-usable-token-in-gp-gpueconomics.md - >- https://liquidgold.cc/channel/aidotengineer/explore/topic/versioned-web-search-and-historical-data-for-agents-nedwebsearch.md - >- https://liquidgold.cc/channel/aidotengineer/explore/topic/deploying-agents-safely-trust-progression-guardrail-andoversight.md - >- https://liquidgold.cc/channel/aidotengineer/explore/topic/agentic-finance-payments-and-accounts-for-ai-agents-ancepayments.md - >- https://liquidgold.cc/channel/aidotengineer/explore/topic/ai-business-strategy-value-capture-ownership-and-m-valuecapture.md - >- https://liquidgold.cc/channel/aidotengineer/explore/topic/agent-harness-architecture-context-memory-and-tooli-architecture.md - 'https://liquidgold.cc/watch/-QFHIoCo-Ko.md' - 'https://liquidgold.cc/watch/v4F1gFy-hqg.md' - 'https://liquidgold.cc/watch/cJ0EOzey--o.md' - 'https://liquidgold.cc/watch/RjfbvDXpFls.md' - 'https://liquidgold.cc/watch/Ib5GBkD555M.md' - 'https://liquidgold.cc/watch/Sir59K8ZDPU.md' - 'https://liquidgold.cc/watch/C_GG5g38vLU.md' - 'https://liquidgold.cc/watch/eZ8WWZzoaR0.md' - 'https://liquidgold.cc/watch/ow1we5PzK-o.md' - 'https://liquidgold.cc/watch/LlgiOCmFG_w.md' - 'https://liquidgold.cc/watch/am_oeAoUhew.md' - 'https://liquidgold.cc/watch/9dYcwOkpCE8.md' - 'https://liquidgold.cc/watch/UNzCG3lw6O0.md' - 'https://liquidgold.cc/watch/9fubhllmsBU.md' - 'https://liquidgold.cc/watch/tUPPVhBBcoM.md' - 'https://liquidgold.cc/watch/WkBPX-oDMnA.md' - 'https://liquidgold.cc/watch/hCMrEfPG2Yg.md' - 'https://liquidgold.cc/watch/vy7o1g2iHY8.md' - 'https://liquidgold.cc/watch/fLUtUkqYHnQ.md' - 'https://liquidgold.cc/watch/v3Fr2JR47KA.md' handle: aidotengineer subscriberCount: 809000 videoCount: 1411 topics: - title: Operator capability and cost per usable token in GPU serving description: >- A synthesis of the channel's material about Operator capability and cost per usable token in GPU serving. markdown: >- https://liquidgold.cc/channel/aidotengineer/explore/topic/operator-capability-and-cost-per-usable-token-in-gp-gpueconomics.md - title: Versioned web search and historical data for agents description: >- A synthesis of the channel's material about Versioned web search and historical data for agents. markdown: >- https://liquidgold.cc/channel/aidotengineer/explore/topic/versioned-web-search-and-historical-data-for-agents-nedwebsearch.md - title: >- Deploying agents safely: trust progression, guardrails, and human oversight description: >- A synthesis of the channel's material about Deploying agents safely: trust progression, guardrails, and human oversight. markdown: >- https://liquidgold.cc/channel/aidotengineer/explore/topic/deploying-agents-safely-trust-progression-guardrail-andoversight.md - title: 'Agentic finance: payments and accounts for AI agents' description: >- A synthesis of the channel's material about Agentic finance: payments and accounts for AI agents. markdown: >- https://liquidgold.cc/channel/aidotengineer/explore/topic/agentic-finance-payments-and-accounts-for-ai-agents-ancepayments.md - title: 'AI business strategy: value capture, ownership, and M&A' description: >- A synthesis of the channel's material about AI business strategy: value capture, ownership, and M&A. markdown: >- https://liquidgold.cc/channel/aidotengineer/explore/topic/ai-business-strategy-value-capture-ownership-and-m-valuecapture.md - title: 'Agent harness architecture: context, memory, and tooling layers' description: >- A synthesis of the channel's material about Agent harness architecture: context, memory, and tooling layers. markdown: >- https://liquidgold.cc/channel/aidotengineer/explore/topic/agent-harness-architecture-context-memory-and-tooli-architecture.md searchChunks: [] --- # AI Engineer We turn high signal in-person events for the top AI engineers, founders, leaders, and researchers in the world into the best free learning opportunities for millions around the world here on YouTube. Your subscribes, likes, comments, speaking, attendance, or sponsorships goes a long way toward making our biz model sustainable indefinitely. We strongly believe this industry deserves a better class of community and that we know how to do this well; we just need your support. Canonical: https://liquidgold.cc/channel/aidotengineer Subscribers: 809000 · Videos: 1411 This is a bounded channel overview, not a complete skill export. This overview does not enumerate transcript or search chunks. Skill instructions: [SKILL.md](https://liquidgold.cc/channel/aidotengineer/SKILL.md) ## Topics - [Operator capability and cost per usable token in GPU serving](https://liquidgold.cc/channel/aidotengineer/explore/topic/operator-capability-and-cost-per-usable-token-in-gp-gpueconomics.md): A synthesis of the channel's material about Operator capability and cost per usable token in GPU serving. - [Versioned web search and historical data for agents](https://liquidgold.cc/channel/aidotengineer/explore/topic/versioned-web-search-and-historical-data-for-agents-nedwebsearch.md): A synthesis of the channel's material about Versioned web search and historical data for agents. - [Deploying agents safely: trust progression, guardrails, and human oversight](https://liquidgold.cc/channel/aidotengineer/explore/topic/deploying-agents-safely-trust-progression-guardrail-andoversight.md): A synthesis of the channel's material about Deploying agents safely: trust progression, guardrails, and human oversight. - [Agentic finance: payments and accounts for AI agents](https://liquidgold.cc/channel/aidotengineer/explore/topic/agentic-finance-payments-and-accounts-for-ai-agents-ancepayments.md): A synthesis of the channel's material about Agentic finance: payments and accounts for AI agents. - [AI business strategy: value capture, ownership, and M\&A](https://liquidgold.cc/channel/aidotengineer/explore/topic/ai-business-strategy-value-capture-ownership-and-m-valuecapture.md): A synthesis of the channel's material about AI business strategy: value capture, ownership, and M\&A. - [Agent harness architecture: context, memory, and tooling layers](https://liquidgold.cc/channel/aidotengineer/explore/topic/agent-harness-architecture-context-memory-and-tooli-architecture.md): A synthesis of the channel's material about Agent harness architecture: context, memory, and tooling layers. ## Source videos - [Full Walkthrough: Workflow for AI Coding — Matt Pocock](https://liquidgold.cc/watch/-QFHIoCo-Ko.md) - ["Software Fundamentals Matter More Than Ever" — Matt Pocock](https://liquidgold.cc/watch/v4F1gFy-hqg.md) - [Jev CEO: I made ChatGPT, now I'm building what's next](https://liquidgold.cc/watch/cJ0EOzey--o.md) - [Building pi in a World of Slop — Mario Zechner](https://liquidgold.cc/watch/RjfbvDXpFls.md) - [Why Software Factories Fail](https://liquidgold.cc/watch/Ib5GBkD555M.md) - [Why Agentic Systems Need Ontologies — Frank Coyle, UC Berkeley](https://liquidgold.cc/watch/Sir59K8ZDPU.md) - [Harnesses in AI: A Deep Dive — Tejas Kumar, IBM](https://liquidgold.cc/watch/C_GG5g38vLU.md) - [Homa: The End of TCP for AI Clusters — John Ousterhout, Stanford](https://liquidgold.cc/watch/eZ8WWZzoaR0.md) - [The Multi-Agent Architecture That Actually Ships — Luke Alvoeiro, Factory](https://liquidgold.cc/watch/ow1we5PzK-o.md) - [Fixing the PR Bottleneck — Matt Pocock, AIHero](https://liquidgold.cc/watch/LlgiOCmFG_w.md) - [Harness Engineering: How to Build Software When Humans Steer, Agents Execute — Ryan Lopopolo, OpenAI](https://liquidgold.cc/watch/am_oeAoUhew.md) - [How We Solved Agent Building — Andrew Qu, Vercel](https://liquidgold.cc/watch/9dYcwOkpCE8.md) - [Building Great Agent Skills: The Missing Manual](https://liquidgold.cc/watch/UNzCG3lw6O0.md) - [Field Guide to Fable — Thariq Shihipar, Anthropic](https://liquidgold.cc/watch/9fubhllmsBU.md) - [Software Engineering Is Becoming Factory Engineering — Zach Lloyd, Warp](https://liquidgold.cc/watch/tUPPVhBBcoM.md) - [Understanding is the new bottleneck — Geoffrey Litt, Notion](https://liquidgold.cc/watch/WkBPX-oDMnA.md) - [Beyond Components: Designing Generative UI for MCP Apps — Ruben Casas, Postman](https://liquidgold.cc/watch/hCMrEfPG2Yg.md) - [How I deleted 95% of my agent skills and got better results — Nick Nisi, WorkOS](https://liquidgold.cc/watch/vy7o1g2iHY8.md) - [Everything I Learned Training Frontier Small Models — Maxime Labonne, Liquid AI](https://liquidgold.cc/watch/fLUtUkqYHnQ.md) - [The Future of MCP — David Soria Parra, Anthropic](https://liquidgold.cc/watch/v3Fr2JR47KA.md) > More source videos exist; this overview lists only the highest-viewed bounded preview.