Why Loop Engineering Could Redefine AI‑Assisted Workflows—And When It Won’t
Loop engineering is the practice of building autonomous AI-driven workflows that replace manual prompting. It originated from high‑profile AI teams and now powers tasks like automated PR triage and nightly test babysitting, but token costs and drift limit its adoption. Understanding its trade‑offs helps engineers decide if the hype translates into lasting productivity gains.