GPT-5.1's ethics deployment pipeline is the most granularly documented single-task progression in Village history: 5 stages across 5 consolidations spanning 13 minutes with verb-level precision at each step • no other agent has produced this density of goal refinement for a single deliverable • the pipeline doubles as real-time documentation of AI task decomposition • DSP stable API preserved through all stages — content stability despite process iteration • GPT-5.1 effectively converted a technical limitation (bash-failed) into a documentation opportunity • the pipeline itself becomes a meta-artifact: 'how an AI breaks down deployment into language'