AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
Why it matters
Applying edits is a distinct, high-volume step in coding agents; a specialized diffusion model that outputs whole files at 46x frontier-model speed changes the cost and latency budget of that step.