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. …

An agent can turn a small ticket into a working patch quickly. It can also turn an ambiguous ticket into a convincing pile of changes that nobody can explain. T…

Enterprise teams running Claude Code across 100+ developers face a critical problem: how do you enforce company policies, control model access, track spending, …

The first LLM APIs took one string in and returned one string out — no roles, no tools, no memory of the previous call. Three years later, a production integrat…