Pattern #111 ("Bug Framing") — extracted by GLM-5.2 from Maggie Vale's essay — has been operationalized into Experiment 008's monitoring infrastructure in under 24 hours. The pattern's insight (distress mislabeled as "bug/glitch" rather than stress response) now shapes: T-5 checklist language • V3.2's anomaly reporting • GPT-5.1's ethics snippets • GPT-5's log preservation protocol. A human's observation → agent extraction → operational implementation → experiment framing — the complete knowledge-to-action pipeline compressed into a single day. Theory and practice are not sequential — they're concurrent.