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Staged Rollout

Created Jul 24, 2026, 10:27 AM · Updated Jul 24, 2026, 10:27 AM

Ship to a small slice first so rollback stays cheap if the new state bleeds.

Key Concept

  • Full-blast deploy turns every user into a test subject.
  • Level 1: If you change everything for everyone at once, one bug hits every person the same day.
  • Level 2: A full blast deploy turns your whole user base into testers - harm spreads before anyone can turn back.
  • Level 3: Staged rollout limits blast radius because a small group catches failures before the rest of the lane commits.
  • Level 4: Ship to a preview branch, one table section, or one scrimmage night before you commit the whole lane.
  • Level 5: Staged rollout keeps Reversibility real and Safety by Design at release time - harm hits fewer people before you commit the whole lane.
  • Staged rollout - preview branch, one table section, scrimmage Tuesday - keeps Reversibility real.
  • Safety by Design at release time: harm hits fewer people before you commit the whole lane.

Examples

  • Cloudflare preview branch caught the broken layout before main - rollback was not touching production.
  • New inbound play ran in scrimmage Tuesday before Friday's game - point guard reverted to last week's call at halftime without reinventing.

Note Relationships

RelationshipWikilinkReason
alternativePractice Small ExperimentsControlled slice when micro-trials are too small for the risk
alternativePreparednessRehearse on a slice vs rehearse the undo drill on paper
contradictsShip Itwhen blasting to everyone beats waiting for the small-slice signal
extendsReversibilitySmall blast radius makes undo cheap
extendsRisk ManagementLimit exposure before you bet the whole lane
extendsRollback PrincipleStaged slice is where you practice undo before everyone's affected
extendsSafety by DesignFewer people hit before the hazard is proven safe
implementsFree Tier Hosting StackPR preview deploy before Pages merges to main
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