Ever felt that pang of frustration when your code, which looked perfectly logical on paper, just refuses to behave? You’re not alone. Every developer, from the seasoned pro to the absolute beginner, ...

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This is the Gauntlet Loop pattern: same kind of agent, different invocation, different context. The builder does not grade its own homework. A fresh critic receives the goal, the rules, a real ...