DataFunTalk

Jul 11, 2026 · Artificial Intelligence

Ending the AI Coding Loop: Applying Control Theory for Safe Incremental Automation

The article critiques blind AI coding loops that generate massive, unreviewed PRs and proposes a control‑theory‑based framework—using sensors, controllers, and actuators—to make AI‑assisted code changes incremental, measurable, and safely integrated into real‑world engineering workflows.