Automated E2E + API Test Suite
- Problem
- Manual QA couldn't keep pace with a fast-moving SaaS platform, and existing automated tests were flaky enough that failures were routinely ignored or re-run rather than trusted.
- Approach
- Built a Playwright test suite combining full end-to-end UI flows with API-level test-state seeding, then diagnosed root causes of recurring flakiness instead of masking it with retries.
- Outcome
- Faster, more reliable test runs and restored trust in automated results — cutting manual re-verification effort.