📦 QualityMax — June shipping recap

We shipped 299 pull requests in June. Here’s what actually mattered. 👇

QualityMax is an AI-native test automation platform — it crawls your app, generates Playwright tests with multi-model AI, self-heals them when they break, and reviews every PR. June was our biggest month yet:

🎨 A full product redesign (v3.2) (coming public in July) — new design system, new information architecture, ~50 PRs, shipped behind a flag and wired to real data one screen at a time. No big-bang rewrite, no downtime.

🔍 A self-tuning code reviewer — it learns which of its own findings are noise and suppresses them. And we can prove the noise reduction with telemetry.

🛡️ A hallucination gate — every AI-generated test is verified before it ships, so we stop inventing APIs that don’t exist.

📊 Probabilistic evals — because “it passed once” isn’t a result. We now report pass-rate confidence intervals. (Live demo: “Schrödinger’s Eval.”)

🚁 Drones. We added MAVLink/ArduPilot firmware testing. Same platform, now testing things that fly - check more at https://embedded.qualitymax.io

30 days. 299 PRs. 98 tickets closed. ~99,000 lines of code.

The tools we build to test AI software are, increasingly, built by AI software. That’s the whole thesis.

And the obvious question is: how do you move that fast without breaking everything?

Answer: we don’t do the boring 95% by hand. Our own autonomous bots do it — on every single PR.

What did your team ship in June?

#AITesting #QualityAssurance #TestAutomation #Playwright #DevTools #AIagents