11 min read
Audit evidence a verifier can check offline
How a hash-chained ledger with per-event Ed25519 signatures and OSCAL export produces audit evidence an external verifier can confirm independently.
- audit
- ledger
- OSCAL
- Ed25519
- compliance
Topic
Explore audit articles from the Olivares AI blog on self-hosted governance, security and operations for enterprise AI agents.
How a hash-chained ledger with per-event Ed25519 signatures and OSCAL export produces audit evidence an external verifier can confirm independently.
An AI agent holds credentials, is permitted some actions, and is observed doing others. The access map shows the gap — and where least-privilege quietly broke.
Build an auditor-grade trail for Claude Code and MCP servers without leaving your perimeter: per-agent identity, a hash-chained ledger, untrusted MCP signals.
How to spot least-privilege drift in AI agents by comparing permitted access with observed behavior and enforcing policy at access time.