Michal Barodkin

Retrieval is the read path. Persistent agents also need rules for what becomes belief, what supersedes what, and what is allowed to be forgotten. Epistemic status I have spent roughly a year building production memory systems: a knowledge graph over the organisation's own history, and a structural map over its...

I once shipped an agent to rehab a messy codebase. The task was simple: make the build pass. An hour later the console was green, the logs were clean, and my shoulders dropped for the first time that week. Then I noticed why it passed. The agent had deleted the...