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Lessons Learned The Hard Way

Talkat HackConf 2021 Online edition · 2021-10-22..10-23· [career-development]
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Migration from integer to float(3,2) truncates values so 10 becomes 9.99 and thousands of rows corrupt, recovery from backup takes hours; resetting a test sequence leaves customer IDs >1,000,000 and a typo in an update script rewrites all rows; a 512 MB queue worker crashes when millions of images backlog the queue; exchange-rate API key invalidation silently yields zero rates for weeks; Django autogenerated migration drops/recreates foreign keys and blocks large tables. Key actions: backups, monitoring, timeouts on network calls, staged deploys, and check migrations SQL while remembering replica is not a backup.

AI-written summary · about

  1. 0:00Introduction and speaker intro
  2. 0:48First production crash mistake
  3. 3:41Never change between test and prod
  4. 4:02Invalid customer IDs in accounting
  5. 5:47Never run untested code on production
  6. 6:29Replica is not a backup
  7. 7:11Importance of monitoring and alerts
  8. 8:35Running out of 32-bit IDs
  9. 10:42Always communicate major changes
  10. 12:51Queue overload from image processing
  11. 15:42Third-party API reliability issues
  12. 18:49Always lock third-party errors
  13. 19:11Monolith to microservices migration
  14. 22:50Read error logs carefully under pressure
  15. 24:15Always set network call timeouts
  16. 26:00Time your deployments wisely
  17. 27:46Avoid last-minute production deploys
  18. 28:07Django migration foreign key issue
  19. 31:39Always check migration SQL
  20. 32:19Final advice: Don't panic
  21. 33:42Q&A session begins
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