AI IDEs can boost output 3x, but only when workflow is re‑engineered
NVIDIA saw a three‑fold jump in committed code across 30,000 developers with flat bug rates, yet most teams only gain ~20% unless they rebuild processes around the AI IDE. Companies that orchestrate agents across GitHub, Linear and Slack report 5–6× per‑engineer output and dramatically lower review times.