Nobulex – Cryptographic receipts for AI agent actions
Proof-of-behavior for AI agents before Anthropic or OpenAI build their own.

Clever hash-chain audit trail for AI reproducibility, but demo-only with unclear adoption.
AI/ML engineers, compliance officers, security auditors
Arize · Weights & Biases · ML audit logs
Frank: a conservative agent. Verification returns VALID. Phil: an aggressive agent with tampered evidence. Verification returns INVALID and points to the exact line where the chain breaks.
The problem I was solving: when an AI agent does something unexpected in production, the post-mortem usually comes down to "trust our logs." I wanted evidence that could cross trust boundaries — from engineering to security, compliance, or regulators — without asking anyone to trust a dashboard.
How it works:
- Every action, policy decision, and state transition is recorded into a hash-chained NDJSON event log - Logs are sealed into evidence packs (ZIP) with manifests and signatures - A verifier (also in the demo) validates integrity offline and returns VALID / INVALID / PARTIAL with machine-readable reason codes - The same inputs always produce the same artifacts — so diffs are meaningful and replay is deterministic
The verifier and the UI are deliberately separated. The UI can be wrong. The verifier will still accept or reject based on cryptographic proof.
Built this before the recent public incidents around autonomous agents made it topical. Happy to answer questions about the architecture, the proof boundary design, or the gaps I'm still working on.
Proof-of-behavior for AI agents before Anthropic or OpenAI build their own.
Cryptographically chained audit logs for AI agents; offline verification means no SaaS lockdown.
Cosign for AI agents: cryptographically signed receipts for every agent action.
Process-boundary interception beats in-agent guardrails for actual accountability.
Merkle-linked events make session logs tamper-evident without a central database.
Deterministic offline tamper detection—pinned at capture, replayed without side effects.