AgentBouncr – Governance layer for AI agents
Policy engine + audit trail for agents, but governance tools are becoming table stakes.

Tamper-evident audit ledger and cost guardrails for autonomous AI agents.
DevSecOps engineers, AI platform builders, Enterprise security teams
CAG (Contextual AI Governance) · LLM Guard · Rebuff
Policy engine + audit trail for agents, but governance tools are becoming table stakes.
Intercepts tool calls before execution to block dangerous actions like DB deletes.
Deterministic agent governance with capability tokens beats probabilistic guardrails.
Zero-trust governance for AI agents before they execute shell, file, or database actions with full audit trails.
Defense-in-depth sandboxing for Claude agents: Podman + MITM proxy + seccomp + iptables.
Three-layer security stack separates launch policy, secret release, and sandbox enforcement.