Running LLM jobs over hundreds of items, the obvious shortcut is to collapse execution and verification into one model pass: one call, one output, ship it. It fails at scale, and a scoring system for 146 countries across 11 categories shows exactly why. Each score runs 0 to 100 on a single cano...
Source: [Dev.to](https://dev.to/pack-lightly/the-executor-plus-gate-pattern-why-cheap-models-need-stronger-verification-4g8f)