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The Coming Loop
June 24, 2026
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.