sets → canary → flywheel. Build the plumbing that makes it auditable: candidate registry with exact runtime read-back... readout. Shadow / canary / A-B, non-inferiority gates, traffic-split health, metric definitions that survive scrutiny, and off...
sets → canary → flywheel. Build the plumbing that makes it auditable: candidate registry with exact runtime read-back... readout. Shadow / canary / A-B, non-inferiority gates, traffic-split health, metric definitions that survive scrutiny, and off...
sets → canary → flywheel. Build the plumbing that makes it auditable: candidate registry with exact runtime read-back... readout. Shadow / canary / A-B, non-inferiority gates, traffic-split health, metric definitions that survive scrutiny, and off...
→ canary → flywheel. Build the plumbing that makes it auditable: candidate registry with exact runtime read-back, change.... Shadow / canary / A-B, non-inferiority gates, traffic-split health, metric definitions that survive scrutiny, and off-policy...
→ constrained candidate generation → replay verification against frozen regression sets → canary → flywheel. Build the plumbing... you can sample from next round. - Online experimentation & causal readout. Shadow / canary / A-B, non-inferiority gates...