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Quality Engineering · SaaS

Cutting release cycles from weeks to days

A B2B SaaS team was shipping slowly due to manual regression and unclear quality gates. We introduced risk-based test automation, CI quality checks, and release readiness criteria - reducing release friction without sacrificing confidence.

Challenge

The situation

The client shipped on a fixed monthly cadence but every release required days of manual regression. Defects still escaped to production, and engineering morale suffered from repeated firefighting.

Our Approach

What we did

We mapped product risk areas, automated high-value regression paths with Playwright, integrated quality gates into CI, and defined release readiness criteria the whole team could follow. Manual testing shifted to exploratory work on new features.

Outcomes

What changed

Faster feedback

Automated checks surfaced regressions within minutes of each pull request.

Predictable releases

Clear quality gates replaced ad-hoc pre-release checklists.

Team confidence

Engineers shipped more often with fewer production surprises.

Technologies

Stack used

PlaywrightGitHub ActionsTypeScriptPostmanDatadog
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