Platform Squeeze, Agent Governance, and the AI Tool That Finally Got Real Microphone Support
AI PM Research
Saturday, August 22, 2026
Platform Squeeze, Agent Governance, and the AI Tool That Finally Got Real Microphone Support
Three signals worth sitting with today: AWS published a concrete four-step governance model for how enterprises should grant agents tool access, LangChain released a post on 100x cheaper LLM evaluation that has real cost implications for anyone running production evals, and Zachary Lipton dropped a sharp observation about platform companies undercutting their application-layer partners — which is the most honest framing of the current AI stack risk I've seen this week.
Also today
- Simon Willison
- Simon Willison
- Clement Delangue
- Aravind Srinivas
- Pieter Levels
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