Gauntlet Loops Keep Winning in Code

The breakthrough is orchestration, not a magical prompt: Gauntlet Loops turn coding agents into persistent build-and-QA systems.

• –Pure-code visual generation removes much of the traditional 3D-tooling friction.
• –Independent critics reduce the tendency of agents to defend their own mediocre work.
• –Concrete visual references make “make it better” measurable instead of subjective.
• –The tradeoff is substantial token usage, runtime, and the need for a human-controlled stopping point.
• –The pattern generalizes beyond games to websites, UI, writing, research, and other inspectable artifacts.