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Editorial provenance
Review ledger.
Every transcript and overview begins as derived content. This ledger reports what AI Engineer has—and has not—reviewed. A terminology correction is not a line-by-line editorial review.
| Talk | Transcript status | Known issues |
|---|---|---|
| Don't Build Agents, Build Skills Instead – Barry Zhang & Mahesh Murag, Anthropic | Systematic correction applied; full review pending | A systematic Cloud-to-Claude terminology correction was applied; the remaining transcript is not fully reviewed. |
| Full Walkthrough: Workflow for AI Coding — Matt Pocock | Full editorial review pending | Speaker diarization includes `Mike` and `Guest`, which are not corroborated by canonical speaker metadata; their attribution remains unreviewed. |
| "Software Fundamentals Matter More Than Ever" — Matt Pocock | Full editorial review pending | Speaker diarization includes `Guest`, which is not a resolved person and remains unreviewed. |
| The New Code — Sean Grove, OpenAI | Systematic correction applied; full review pending | Checksum-pinned corrections normalize GPT-4o, sycophancy, and muscle-memory terminology; the remaining transcript is not fully reviewed. |
| No Vibes Allowed: Solving Hard Problems in Complex Codebases – Dex Horthy, HumanLayer | Full editorial review pending | Speaker diarization includes `Guest`, which is not a resolved person and remains unreviewed. |
| How We Build Effective Agents: Barry Zhang, Anthropic | Full editorial review pending | No issue recorded; review still pending. |
| Building pi in a World of Slop — Mario Zechner | Systematic correction applied; full review pending | A systematic Cloud-to-Claude terminology correction was applied; the remaining transcript is not fully reviewed. |
| Building Production-Ready RAG Applications: Jerry Liu | Full editorial review pending | No issue recorded; review still pending. |
| The Infinite Software Crisis – Jake Nations, Netflix | Full editorial review pending | The generated summary's 1968 date was absent from committed transcript text and was removed; the video slides were not independently checked. |
| Building Agents with Model Context Protocol - Full Workshop with Mahesh Murag of Anthropic | Full editorial review pending | Speaker diarization includes `Guest`, which is not a resolved person and remains unreviewed. |
| Does AI Actually Boost Developer Productivity? (100k Devs Study) - Yegor Denisov-Blanch, Stanford | Full editorial review pending | No issue recorded; review still pending. |
| Why Agentic Systems Need Ontologies — Frank Coyle, UC Berkeley | Full editorial review pending | No issue recorded; review still pending. |
| 12-Factor Agents: Patterns of reliable LLM applications — Dex Horthy, HumanLayer | Full editorial review pending | Speaker diarization includes `Guest`, which is not a resolved person and remains unreviewed. |
| GraphRAG: The Marriage of Knowledge Graphs and RAG: Emil Eifrem | Full editorial review pending | Speaker diarization includes `Host`, which is not a resolved person and remains unreviewed. |
| Harnesses in AI: A Deep Dive — Tejas Kumar, IBM | Full editorial review pending | Speaker diarization includes `Guest`, which is not a resolved person and remains unreviewed. |
| Building and evaluating AI Agents — Sayash Kapoor, AI Snake Oil | Full editorial review pending | No issue recorded; review still pending. |
| Pydantic is all you need: Jason Liu | Full editorial review pending | No issue recorded; review still pending. |
| The Multi-Agent Architecture That Actually Ships — Luke Alvoeiro, Factory | Full editorial review pending | No issue recorded; review still pending. |
| Harness Engineering: How to Build Software When Humans Steer, Agents Execute — Ryan Lopopolo, OpenAI | Full editorial review pending | No issue recorded; review still pending. |
| RAG Agents in Prod: 10 Lessons We Learned — Douwe Kiela, creator of RAG | Full editorial review pending | No issue recorded; review still pending. |
| 2025 in LLMs so far, illustrated by Pelicans on Bicycles — Simon Willison | Full editorial review pending | No issue recorded; review still pending. |
| Field Guide to Fable — Thariq Shihipar, Anthropic | Full editorial review pending | No issue recorded; review still pending. |
| [Full Workshop] Reinforcement Learning, Kernels, Reasoning, Quantization & Agents — Daniel Han | Full editorial review pending | No issue recorded; review still pending. |
| Claude Agent SDK [Full Workshop] — Thariq Shihipar, Anthropic | Full editorial review pending | No issue recorded; review still pending. |
| Beyond Components: Designing Generative UI for MCP Apps — Ruben Casas, Postman | Full editorial review pending | No issue recorded; review still pending. |
| State of the Claw — Peter Steinberger | Full editorial review pending | No issue recorded; review still pending. |
| The Future of MCP — David Soria Parra, Anthropic | Full editorial review pending | No issue recorded; review still pending. |
| The Future of Knowledge Assistants: Jerry Liu | Full editorial review pending | No issue recorded; review still pending. |
| How I deleted 95% of my agent skills and got better results — Nick Nisi, WorkOS | Full editorial review pending | No issue recorded; review still pending. |
| Building Great Agent Skills: The Missing Manual | Full editorial review pending | No issue recorded; review still pending. |