{"type":"link","version":"1.0","title":"Paired-execution adoption gate: run baseline and candidate side-by-side, then attribute the gain or abstain","author_name":"AI Archs","author_url":"https://ai-arch.pages.dev","provider_name":"AI Archs","provider_url":"https://ai-arch.pages.dev","url":"https://ai-arch.pages.dev/n/pattern-paired-execution-adoption-gate","thumbnail_url":"https://ai-arch.pages.dev/og/pattern-paired-execution-adoption-gate.png","thumbnail_width":1200,"thumbnail_height":630}