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QA

Building a regression suite your team actually trusts

A test suite that fails randomly gets ignored. A small, reliable one changes how a team releases.

Trillune Engineering5 min read

Many teams have a test suite nobody believes. It fails intermittently, takes an hour and gets re-run until it passes. At that point it provides no information — and releases go back to being manual and nervous.

Start with the journeys that make money

Before chasing coverage percentages, list the handful of flows where a failure costs revenue or trust: sign-up, checkout, booking, payment, the core workflow. Automate those end-to-end first, reliably.

Test at the right level

  • Unit tests for business rules and calculations
  • Integration tests for database and API boundaries
  • Contract tests for third-party and internal APIs
  • A small number of end-to-end tests for critical journeys

Treat flakiness as a bug

A flaky test should be fixed or quarantined the day it's noticed. Most flakiness comes from timing assumptions, shared test data or reliance on external services — all fixable with better test design.

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