Check whether agent logs are independently verifiable
Ed25519 signature verification in browser solves agent accountability for disputes.

Centralized UUID verification solves a statistical non-problem with expensive infrastructure.
Backend engineers concerned about UUID collision risks
uuidtools.com · custom microservices
Ed25519 signature verification in browser solves agent accountability for disputes.
38 verifiers across 19 domains catch false successes before users do.
Pre-build duplicate check for AI agents. Stops redundant coding before it starts.
On-device duplicate detection, but Gemini Photos and PhoneClean already do this free.
Forces LLMs to debug with AST evidence instead of pattern-matching symptoms.
Formal verification for LLM workflows—CTL model checking, Z3 proofs, zero hallucination math.