3 projects
expectation-ledger
Circuit breaker for AI agents. Predict what should happen, compare against reality, and block the next mutation when they diverge.
hermes-context-tuner
Audit trail and token-budget planning for LLM context compression. See what your agent summarized away and where to find it.
memorant
Local-first agent memory without a vector database — claims, provenance, trust tiers, and atomic corrections in one SQLite file.
