The Coming Loop

Agentic coding systems are moving beyond single-pass generation toward multi-step loops where agents port codebases, run benchmarks, and iterate on performance — tasks that previously required sustained human judgment. The core tradeoff practitioners face: generated code that works but resists maintenance as loop complexity grows.