What's your biggest frustration with debugging Playwright test failures?

Hey, Product Hunt, 👋

We're launching TestRelic AI tomorrow — a platform that lets you ask your Playwright test suite questions in plain English and get back a rendered artifact: dashboards, sprint reports, root cause analysis, stakeholder slides.

But before the launch, I want to hear from the people this is built for.

What's your current debug loop look like when a test fails in CI?

For most teams I've spoken to, it's something like check CI logs → open Grafana → ping someone on Slack → create a Jira ticket manually → repeat.

That loop is what we're breaking. Ask AI reads across your test runs, failure logs, and production signals and answers in plain English — no queries, no dashboards to configure.

Would love to know:

• How many tools does your team jump between per incident?

• What's the one question you wish your test suite could just answer?