Agent Trust – Cryptographic identity and reputation for AI agents
Cryptographic proof enforces agent permissions, not just Langfuse-style observability.
Identity protection for AI agents
OS-level permissions stop agents from rewriting their own identity files during prompt injections.
Developers building persistent autonomous AI agents
Guardrails AI · LLM Guard
Cryptographic proof enforces agent permissions, not just Langfuse-style observability.
Container syntax restricts AI rewrites to marked zones, avoiding silent hallucinations.
MCP permission proxy solves real AI agent over-permissioning—88% of orgs hit this problem.
OAuth for agents with finalized v1.0 spec, but adoption is the real challenge.
Hard sandbox: nftables firewall + shadowing prevents agent breakout, not just sandboxing.
OAuth-equivalent for agents: cryptographic identity, scoped grants, audit trail.