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Agent systems are running into problems I recognise: exactly-once effects, ordering under retry, durable state across restarts. I don't think anyone has clean answers yet, mine included — the repos here are attempts at pieces of it.
Least-privilege NATS permissions compiled from your TypeScript: one broker user per service, a CI drift gate, and JetStream consumer filters verified against your streams.
Fork a recorded voice-agent call at the turn it went wrong. Punchin replays the prefix for free and runs the rest live against a customer pinned to what the real one wanted, knew and asked for.
Version control for what a model has learned. Ballast stores weight deltas as content-addressed blocks, records merges as views over their inputs, and deletes with a proof.
Python library for measuring what a subscription retention experiment was actually worth. Censored lifetime value over an explicit horizon, competing risks, and inference that stays valid when you …
Verify that deployed smart contract state (owners, roles, proxy implementations, storage slots and parameters) matches a YAML config. Drift detection for EVM chains, built for CI.
TypeScript
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