Every agency says their work is "tested." Most of them mean someone clicked around the homepage on their own laptop before the launch call.

We do it differently. At aimEncoders , nothing ships to a client until it passes an automated regression suite in CI — every release, every time. Here's the exact pipeline we run, why we built it this way, and the Playwright patterns that caught real bugs before our clients ever saw them.

Why we stopped trusting manual QA

Manual testing has three problems: it's slow, it's inconsistent, and it doesn't scale with the number of pages. A typical client site we ship has 20–40 pages, 5–10 forms, and a handful of API integrations.…