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Writing

Notes on building for AI agents: what I keep relearning.

Jun 2026

Verification is the moat

A shared knowledge base for coding agents is only as good as its data. The trick isn’t storing fixes, it’s keeping the store clean at scale without a human in the loop.

May 2026

You can’t bolt memory onto a chat LLM

A “remember this” tool is not memory. Real memory is a system that runs beside the conversation, not inside it.

Apr 2026

MCP-first: when the model is the user

Most apps treat the human as the user and bolt an AI on. Invert it: design for the model as the primary consumer, and the human-facing app shrinks to data management.