AI Engineering

Large Language Models (LLMs) are often described as black boxes, yet their behavior is the direct outcome of a deterministic, multi-stage engineering pipeline. …

Every agentic coding session forces a trade-off: the more autonomy you give the agent, the faster it moves, and the harder it is to catch a mistake before it ca…