After ~9 years building safety-critical systems - triple-modular-redundancy UAV avionics, regulated medical-device SDKs, secure banking - I now apply that reliability discipline to AI agents, at the point where a model's output becomes a consequential action (send, pay, modify, disclose, tool call.
Background: 10+ yrs senior software engineer (systems, backend, iOS).
nefedov.d.d@gmail.com · LinkedIn · Telegram @nfdvd
Author of ModernRoboticsCpp — 500+ ★.





