Private clientPlaywrightJestn8n

Every push tested automatically — bugs caught before production, not by customers.

Hours → minutes

for a full regression cycle

Every push

automatically tested, instead of pre-release only

Pre-prod

bug detection instead of discovery in production

AI & Automation

Automated QA & Regression Testing

The story in short

We replaced slow manual regression testing with an automated suite that runs on every push, cutting a full regression cycle from hours to minutes. Bugs are now caught pre-production instead of being discovered by users, and critical failures block the deploy before they ship.

01The problem

Manual regression testing couldn’t keep up with releases, so bugs slipped through to customers.

Manual regression testing was slow and inconsistent, and full coverage was simply infeasible under release deadlines. Testers checked what they had time for, which meant gaps — and bugs slipped through those gaps into production. Each production bug cost engineering time to triage and damaged user trust, the most expensive kind of defect. Without automation, test quality depended on who was testing and how much time was left, not on a reliable process.

02How we approached it

We built an automated suite on Playwright and Jest, orchestrated through n8n and CI so testing happens on every push without anyone remembering to run it. The suite posts a clear pass/fail summary to Slack and blocks deploys on critical failures, making the pipeline the gatekeeper instead of a human checklist. For new flows, we use AI-assisted test generation to produce a starting point of coverage, so writing tests is no longer the bottleneck that lets coverage slip. This shifts bug detection left — to pre-prod, where fixes are cheap.

03What we built

The systems behind the result.

01

End-to-end and unit coverage

Playwright drives real browser flows and Jest covers units, giving regression testing that exercises the app the way users actually do.

02

Run on every push

The full suite runs automatically on every push through CI, replacing pre-release-only testing with continuous verification.

03

Deploy-blocking gates

Critical failures block the deploy outright, so a regression cannot reach production just because a release was due.

04

Slack pass/fail reporting

Each run posts a concise pass/fail summary to Slack, giving the team immediate visibility without digging through CI logs.

05

AI-assisted test generation

New flows get generated test coverage as a starting point, removing the writing-tests bottleneck that used to leave coverage gaps.

04The result

What changed for the business.

Hours → minutes

for a full regression cycle

Every push

automatically tested, instead of pre-release only

Pre-prod

bug detection instead of discovery in production

05Under the hood

The stack, and why we chose it.

Playwright and Jest are the proven standard for reliable end-to-end and unit testing, which is what you want guarding production. Orchestrating through n8n and GitHub Actions makes testing an automatic part of the pipeline rather than a manual ritual, and Claude-assisted generation keeps coverage growing as the app does. The result is a process whose quality does not depend on deadline pressure.

PlaywrightJestn8nGitHub ActionsClaude

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