B16 · operations · Platform depth & replacement
Brownfield Replacement
Why this block exists
Scheduled here because it comes needs a live service with real traffic to shadow, which has existed since B11. Almost nobody builds a portfolio for this because greenfield demos are easier and look better.
What it has to produce
Replace something that already runs, without breaking it. Start the shadow comparison that produces your strongest differentiating artifact.
01What it has to teach me
topicshadow-mode deployment
topicincumbent analysis
topicsafe cutover design
02Evidence this page will carry
emptyPrimary artifact
emptyMeasured result
emptyRejection record
2026-09-01Outline created from the AI Operations Roadmap (B10-B27).