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Thoughts on AI state management, multi-agent coordination, and building reliable autonomous systems.

AI MemoryJun 15, 2025

Your AI Chat Forgets You. That's the Real Bug.

Why stateless conversations are the silent failure mode of every AI product — and what it takes to fix it.

Multi-Agent SystemsJul 2, 2025

The Stale State Problem

Why your multi-agent systems are hallucinating — and it's not the LLM's fault. How stale state silently breaks coordination between autonomous agents.

8 min readRead article