How OpenPawz secures AI agents: Defense layers from memory encryption to multi-agent governance

The security problem with AI agents AI agents are powerful because they do things — they read files, run commands, send messages, search your data. That power comes with a question most agent frameworks don't answer well: What stops the agent from doing things it shouldn't? Most agent systems bolt on safety as an afterthought: a prompt that says "be careful," maybe a regex filter on outputs, and hope for the best. That's not security. That's a suggestion. OpenPawz takes a different approach. We treat agent security as a systems engineering problem — not a prompt engineering one. The result is a 12-layer defense-in-depth architecture enforced at the Rust engine level, where the agent has zero ability to bypass controls regardless of what any prompt says. Star the repo — it's open source Zero attack surface by default OpenPawz exposes zero network ports in its default configuration. There is no HTTP server, no WebSocket endpoint, and no listening socket for an attacker to target. The onl