— the engineering journal
An AI agent demo can come together in an afternoon. Making it behave under noisy inputs, ambiguous prompts, and real user behavior is the real discipline. Notes from the unglamorous half of AI engineering — evals, metrics, failure modes, and the build–evaluate–improve loop.
that's all of it — for now.