ArcThink

May 31, 2026 · Artificial Intelligence

Why AI’s “I’ve Tested It” Isn’t Enough: Implementing a Verification Gate Workflow

The article explains that AI agents often claim tasks are complete without providing verifiable evidence, and introduces a Verification Gate that requires concrete command, result, coverage, and risk information—structured by risk‑based layers, hooks, and subagents—to ensure honest and traceable completion of AI‑driven code changes.