~/talk

Who Tests the Testers? Making and Testing Pipelines

Talkat PyCon US 2025 · 2025-05-16..05-18· [devops-and-delivery, testing]
slides:none on file

Claim: pipeline changes can and should be tested before merge, and five concrete techniques are offered. The talk describes linters and GitLab validators, running pipelines pre-merge, local runners like GitLab CI local, simulators and a custom static tester CI test that snapshots rule diffs, and programmatic generation using GIP (GitLab-CI-Python). CI test and local tools reduce surprises but none fully replace end-to-end runs; each method has tradeoffs and the custom tooling proves useful but not complete.

AI-written summary · about

  1. 0:00Introduction
  2. 1:26What is a pipeline
  3. 3:53Pipeline basics
  4. 5:39GitLab CI configuration
  5. 7:05Rules and dependencies
  6. 9:11Pipeline failure causes
  7. 10:36Human errors in pipelines
  8. 12:46Testing testing infrastructure
  9. 13:29Techniques to test pipelines
  10. 14:32Linting CI files
  11. 17:21End-to-end pipeline testing
  12. 18:44Local pipeline testing
  13. 20:33Static analysis testing
  14. 22:42Generating pipelines with Python
  15. 26:17Pros and cons of generated pipelines
  16. 27:44Simplicity for reliability
  17. 28:06Resources and closing
  18. 28:55Q&A
~/search
type to search 6,249 conferences, 138,987 speakers and 185,172 talks
~/help
cmdctrl k
search every conference, speaker and series
/
focus the filter search
h
home
c
conferences
s
speakers
e
series
t
light / dark — the status bar button does the same
?
this help
esc
close this, then clear every filter — or just the search, while you are typing in it

Ignored while you are typing. Pages without a filter rail have no search to focus.