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Automated, Distributed Systems Testing for Kubernetes Controllers

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Sieve is an automated tester that runs controllers inside instrumented kind clusters, learns execution traces, and then replays 21 event sequences to inject timing faults; it needs no source changes and produces self-contained, replayable fault scripts. It actually finds concrete failures — e.g., a PVC resource leak in a Cassandra operator caused by a missed reconciler state (fixed by adding a finalizer) — and reports divergences in resource sets so developers can reproduce and fix safety-critical bugs.

AI-written summary · about

  1. 0:00Introduction
  2. 0:13Kubernetes Controllers
  3. 1:32Controllers
  4. 2:19Challenges
  5. 2:53Problems
  6. 3:30Solution
  7. 5:55correctness
  8. 10:14general purpose checks
  9. 12:05demo
  10. 15:48observability gaps
  11. 23:07other patterns
  12. 23:38internals
  13. 24:53analyzer
  14. 26:08conclusion
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