Tag Archives: procedural-memory

Hardening Local AI Agents: Procedural Skills, Mistake Ledgers, and Real-Time Verification

By | November 10, 2026

In Learning While You Sleep: Implementing Anthropic’s Out-of-Band Memory “Dreaming” in Obsidian Part 4 of this series]], we implemented Anthropic’s out-of-band “Dreaming” architecture for my local CLI assistant, Google Antigravity (agy). By running a nightly batch consolidation cycle over raw session transcripts, the agent gained the ability to autonomously distill episodic events into durable declarative… Read More: Hardening Local AI Agents: Procedural Skills, Mistake Ledgers, and Real-Time… »