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How to Generate Test-Cases and Data Mocks for Microservices at Kernel Using eBPF

Talkat LinuxCon @ OSS EU 2024 · on Tuesday, 2024-09-17· at 11:00· Hall M2 (Level 1)· [testing, linux-and-operating-systems]
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Kernel-level recording of live API calls using eBPF UProbes/KProbes captures accept/read/write cycles and emits YAML test cases and realistic data mocks without SDKs or code changes. The pipeline creates virtual databases and integrates with JUnit, Jest, Go-Test formats, runs against isolated replays, and claims about 60% reduction in testing effort; a demo shows 66.7% coverage from six curl commands. Current limits: server-side only captures and partial TLS/encryption and websocket support.

AI-written summary · about

  1. 0:00Introduction
  2. 6:03Microservice testing challenges
  3. 10:43Shadow testing to Kloy
  4. 17:50eBPF testing with Kloy
  5. 29:23Demo: test-case from traffic
  6. 31:27Future work
  7. 37:34Q&A
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