Building a Test Strategy that Scales
summary
Describes a scalable test strategy for a product with ~16,000 users by shifting testing into pull requests and grooming. Recommends five concrete changes: stop using large Excel test suites; perform shift-left checks in PRs; gate pipelines only with high-risk checks to avoid blocking; replace flaky Selenium end-to-end tests with targeted exploratory and lightweight automated checks; and instrument staging with Sentry to reduce incident reverts. Reports mixed results from experimental ML tools.
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chapters (7)
- 0:00Scalable test strategies
- 3:08Manual test problems
- 6:36Acceptance criteria
- 9:49Pipeline blocking
- 13:19Feedback cycles
- 16:52Cross-team communication
- 19:43Hiring for quality
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