Khaos Brain is a local-first predictive memory system for AI agents. It turns task experience, preferences, workflow lessons, and skill-use evidence into visible Git-versioned cards. Agents retrieve relevant cards before work, write observations afterward, and Sleep/Dream/Architect maintenance keeps the library reviewable instead of becoming a black-box memory store.
FlowGuard is an open-source finite-state simulator for AI coding agents. Before an agent changes a retry, cache, deduplication, idempotency, module-boundary, argument, or decision workflow, it models the risky boundary as Input x State -> Set(Output x State), enumerates paths, and reports invariant failures and counterexample traces. Source-install only; not the PyPI package named flowguard.