Self-Verifying Ledger Mechanism

An observability design pattern for AI agents that uses a structured ledger to record the pass/fail status and reasons for each run. A write-ordering guarantee ensures the ledger is written before any side effects occur, supporting self-improvement loops and verifiable capability claims.