... canary protects the boundary you already knew about. The actions that actually hurt are usually the ones nobody thought to declare so the real value isn't enumerating dangers up front (that list never gets maintained), it's the ratchet: every time an agent does something it shouldn't have, a canary goes in so it can't recur. Incidents become permanent tests. Canary the effect, not the phrasing. "Delete the users table refused" gives false confidence if the agent ...

... actual insight, and it's bigger than it looks: making the notification say why it's waiting is what turns a ping into a triage. "Done" makes you tab back to find out what "done" means. "Needs approval vs finished vs

... leave the device, and are never visible to the server. We use modern cryptography where it actually matters: ECDH P-256 for secure key exchange AES-256-GCM for authenticated encryption Perfect Forward Secrecy via Signal Protocol (X3DH + Double Ratchet) Optional Dual AES for defense-in-depth scenarios But encryption alone is not enough. MAPonME runs 15+ autonomous security subsystems operating across client and server layers: behavioral anomaly detection request sequence analysis adaptive rate limiting anti-SQL injection and data ...

... leave the device, and are never visible to the server. We use modern cryptography where it actually matters: ECDH P-256 for secure key exchange AES-256-GCM for authenticated encryption Perfect Forward Secrecy via Signal Protocol (X3DH + Double Ratchet) Optional Dual AES for defense-in-depth scenarios But encryption alone is not enough. MAPonME runs 15+ autonomous security subsystems operating across client and server layers: behavioral anomaly detection request sequence analysis adaptive rate limiting anti-SQL injection and data ...