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Continuous Delivery Lessons Learned Through Hypergrowth

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Built deployment tooling that runs a one-minute sync dbops cron across 10k+ machines using SSH, HDPool and monit, supporting daily deploys with teams of 10–40; growth drives time-to-deploy from about 20 minutes to 3 days as operational overhead and human coordination explode. Moved ~700 PB into Magic Pocket in 24 months, showing infra can be provisioned separately from apps. Key outcomes: keep provisioning distinct from service deploys, design isolation-aware convergence (not linear pipelines) to handle tenant, locality and version-pin complexity.

AI-written summary · about

  1. 0:00Start
  2. 21:07Custom Approvals Configuration Differences Variance in Versions
  3. 22:16Communicating is Hard (With Distributed Systems)
  4. 22:43Distributed Systems Are The Norm
  5. 23:10System Interdependencies.
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