The Arqo Blog
Insights from the QA frontier
Deep dives on AI testing, automation strategy, and the future of software quality.
AI Testing
Playwright MCP: run your test cases in a real browser with an AI agent
Meet Playwright MCP — an AI agent that drives a live Chromium browser through your test cases, takes over for logins and CAPTCHAs, and records results and screenshots straight into your test run. AI-powered browser test automation, without writing a line of Playwright code.
Introducing Test Tools: a built-in QA toolbox inside Arqo
Nine QA utilities — Website Scanner, Broken Link Checker, DNS Lookup, Proofreader, Bug Report Writer, JSON For…
Arqo now syncs with Playwright, Cypress, and Selenium — here's how to set it up
Your automated tests can now create test runs, report pass/fail results, and upload screenshots and recordings…
How AI-generated test cases in BDD/Gherkin format save 3 hours per sprint
We analysed 10,000 AI-generated test cases across 200 teams. Here's what we learned about format, quality, and…
The definitive guide to syncing Jira tickets with your test suite
Stop copy-pasting acceptance criteria into your test cases. Here's how to build a seamless workflow between Ji…
Managing Playwright tests at scale: from chaos to confidence
As your Playwright suite grows past 500 tests, things get complicated. Here's the workflow architecture used b…
QA in 2026: why velocity and quality are finally on the same team
The old trade-off between speed and quality is collapsing. AI tooling and modern test frameworks are making it…
Stop measuring test coverage the wrong way
Line coverage is a vanity metric. Here's the coverage framework used by elite QA teams — and the four numbers …
Extracting acceptance criteria automatically from user stories with AI
Your user stories already contain everything you need to write great test cases. Here's how AI extracts struct…
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