Engineering Productivity, Infrastructure
summary
Pinterest runs on two monoliths with 200+ engineers committing to them while serving 320M monthly users and hosting 200M pins. Migration to an automated delivery platform uses Spinnaker pipelines, PR validation, an ordered smoke test suite, synchronous pipelines, and fast rollback primitives. Scheduled twice‑daily plumbs give way to real‑time releases so that 95% of deploys are continuous and the median time from PR to production falls to under four hours, enabling >25 closes a day.
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