Tuesday, January 20, 2026

Show HN: Circe – Reliable Offline Receipts for AI Agent Actions with Deterministic Verification

Unlocking The Future of AI Accountability

In the realm of agentic systems, the need for integrity and verification has never been more crucial. My latest project introduces a breakthrough: cryptographically signed receipts that document AI agents’ decisions, actions, and outcomes as a singular, verifiable JSON artifact.

Key Innovations:

  • Deterministic Signing: Utilizing Ed25519 signatures for robust security.
  • Canonicalization: Employing RFC 8785 to ensure stability and clarity in data representation.
  • Tamper Evidence: Any alterations invalidate the signature.
  • Offline Verification: A standalone verifier script keeps operations secure and independent.

This isn’t just another logging tool; it’s a foundational integrity solution designed for complex agent frameworks.

I invite AI and tech enthusiasts to engage with this concept—your feedback is invaluable.

🔗 Explore further, share your thoughts, and help shape the future of AI accountability!

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