Dev-Journal

The Reliability Lessons LLM Engineers Can Learn From Robotics
Why safety must be built outside the model, and how to design deterministic boundaries around probabilistic AI components.
Dev-Journal
Practical notes on engineering, applied AI, technical leadership, and the lessons worth passing on from building real systems.