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Release engineering, testing and observability

Multi-stage releases, automated tests at every layer, feature flags and analytics that tell you what shipped and whether it worked.

The problem

Releases are risky because nothing is tested in stages, rollouts hit everyone at once and the analytics cannot be trusted.

Deliverables

  • Dev, staging and main pipeline with CI gates
  • pytest, Vitest and Playwright suites
  • Feature flags and staged rollouts
  • Product analytics and tracing (Mixpanel, Datadog)

Technologies

GitHub ActionspytestVitestPlaywrightStatsigMixpanelDatadog
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