Automated QA testing blog
Technical guides for automated QA, release testing, mobile testing, and PR-level quality checks.
September 9, 2026TesterArmy in August: Discovery Runs, MCP, Linear and Jira Tickets
Hand the agent a goal instead of a checklist, run TesterArmy from Cursor, Claude Code, or Codex, and turn every finding into a Linear or Jira ticket. Plus redesigned run reports and four new mobile capabilities.
August 26, 2026Introducing unbox-ai: See Where Your Agent's Tokens Actually Go
We built unbox-ai to read our own QA agent's traces. One command opens a token treemap, a latency waterfall, and a scrubbable timeline of the run. The same binary is a read-only trace explorer your coding agent can use. Now it's open source.
August 20, 2026Introducing the Issues Tab: One Row Per Bug, No Matter How Many Runs Found It
Agent-found bugs now land in one deduplicated list instead of scattered run reports. Every issue carries expected vs actual, repro steps, and a replay of the exact moment it broke - and leaves the list as a Linear ticket, a prompt for your coding agent, or resolved.
August 18, 2026We Benchmarked 10 Vision Models on Clicking What They See
All ten models answered every visual understanding question correctly. Grounding the click is where the field splits, and where GPT-5.6 Luna won on accuracy, precision, and cost.
July 22, 2026Introducing Scout: API Testing Built for AI Agents
We built Scout, an open source CLI that gives coding agents a safe harness for testing APIs. Point it at an OpenAPI spec and it sweeps, fuzzes, and records findings - with guardrails on by default. In this walkthrough it finds three real bugs in the Swagger Petstore.
July 17, 2026TesterArmy Now Supports Netlify Deploy Previews
Netlify Deploy Previews can now trigger TesterArmy automatically. Test every pull request on its real preview URL and get the results back in GitHub before merge.
July 16, 2026How Do We Use TesterArmy at TesterArmy?
We ship TesterArmy with TesterArmy. Here is how we dogfood our own QA agent - what we test, how we wire it into PRs, and what it catches.
July 6, 2026SSO Testing in E2E: Google Login, Okta, Magic Links and OTP
Email/password login is the easy case. Here's how to handle the hard ones in E2E: SSO redirects to Google/Okta/SAML, magic links, and one-time codes, without driving flaky third-party UI on every run.
June 10, 2026Playwright CLI: What It Is and How Coding Agents Use It
Playwright CLI is a thin wrapper around a daemon that reuses the exact same tool layer as Playwright MCP - minus the token cost. Here's how it works under the hood and how to use it well.
June 6, 2026Testing Authentication in E2E: The Complete Playwright Guide
Stop logging in through the UI before every Playwright test. Use storageState, keep one real login test, isolate roles, and make stale auth fail loudly in CI.
June 5, 2026Run E2E Tests on Vercel Preview Deployments
Vercel preview deployments are the perfect place to run end-to-end tests. Connect GitHub, connect Vercel, choose the project, and TesterArmy runs your saved tests on every PR preview.
May 27, 2026E2E Testing for Expo Apps: Automated Runs on Every EAS Build
Expo EAS already knows how to build your app. Here's how to pass that build to TesterArmy and run mobile tests from the same workflow.