qa.tech

# QA.tech

> QA.tech is an AI testing platform for web and mobile applications. Autonomous QA agents explore your product the way a user does, then run regression, exploratory and end-to-end tests on every pull request and release – without hand-written selectors or test scripts to maintain.

## Key facts

- Vision-based agents interact with the real UI, so tests survive markup and layout changes.
- Tests are described in plain English; the agent figures out the steps and reports what broke.
- Runs on every pull request and on a schedule, posting results into GitHub, GitLab, Slack and Jira.
- Covers web apps, mobile apps (iOS and Android) and API-backed flows, including authenticated journeys.
- Used by teams such as Pricer, Upsales, Strise, Virtusize, 4C Strategies and Airpelago.
- Product documentation: https://docs.qa.tech
- App login: https://app.qa.tech

## Reading this site as markdown

Every indexable page has a markdown twin. Append `.md` to any path (for example https://qa.tech/blog/what-is-agentic-testing.md), or request the normal URL with an `Accept: text/markdown` header and the markdown version is returned. Each HTML page also advertises its twin via `<link rel="alternate" type="text/markdown">`.

- Sitemap: https://qa.tech/sitemap.xml
- Crawler policy and content signals: https://qa.tech/robots.txt

## QA.tech developer resources (API, MCP, auth, webhooks)

Named, predictable entry points for machine clients. The REST API and the MCP server share the same tokens and the same base host, https://api.qa.tech.

- [QA.tech developer hub](https://qa.tech/developers): one page listing the API docs, OpenAPI spec, auth, MCP server, webhooks and CLI by name.
- [QA.tech API documentation](https://docs.qa.tech/api-reference/introduction): REST API reference – runs, test cases, issues, applications, mobile builds and tunnels.
- [QA.tech OpenAPI specification](https://docs.qa.tech/api-reference/api.json): machine-readable OpenAPI 3 document, including security schemes and server base URL.
- [QA.tech API authentication](https://docs.qa.tech/api-reference/introduction#authentication): bearer API keys (org- or project-scoped, read or write) and OAuth sign-in for interactive clients.
- [QA.tech MCP server](https://qa.tech/product/mcp): endpoint https://api.qa.tech/v1/mcp, streamable HTTP, OAuth sign-in or bearer API key.
- [QA.tech MCP setup guide](https://docs.qa.tech/integrations/mcp): client configuration for Cursor, Claude Code, Claude Desktop, Codex and Continue.
- [QA.tech MCP server card](https://qa.tech/.well-known/mcp/server-card.json): machine-readable MCP descriptor (endpoint, transport, auth methods, tools).
- [QA.tech API authentication doc](https://qa.tech/.well-known/auth.md): markdown summary of bearer keys, OAuth sign-in and the JSON error shape.
- [QA.tech agent skills](https://qa.tech/.well-known/agent-skills.json): machine-readable list of what agents can do on qa.tech and through the API.
- [QA.tech API catalog](https://qa.tech/.well-known/api-catalog): RFC 9727 linkset pointing at the OpenAPI document and API docs.
- [QA.tech webhooks and integrations](https://docs.qa.tech/integrations/webhooks): run-completed and issue events delivered to your endpoint; GitHub, GitLab, Slack and Jira integrations.
- [QA.tech CLI](https://www.npmjs.com/package/@qadottech/cli): `npx @qadottech/cli mcp configure` wires the MCP server into supported clients.

Error responses from QA.tech endpoints are JSON with a stable `code`, a human `message`, a resolution `hint` and a `docs` link.

## Product

- [Web testing](https://qa.tech/product/web-testing): Autonomous agents run end-to-end tests on web apps without scripted selectors.
- [Mobile testing](https://qa.tech/product/mobile-testing): Agentic testing for iOS and Android apps on real device configurations.
- [Voice testing](https://qa.tech/product/voice-testing): Agents speak into your app's microphone input and verify the transcript, action or request.
- [API testing](https://qa.tech/product/api-testing): An AI agent turns plain-language goals into HTTP requests and validation code, then proves the contract.
- [Pull request testing](https://qa.tech/product/pr-testing): Every PR gets exploratory and regression runs, with results posted back to GitHub or GitLab.
- [MCP server](https://qa.tech/product/mcp): Connect QA.tech to coding agents and IDEs over the Model Context Protocol.
- [AI QA testing](https://qa.tech/ai-qa-testing): How AI-driven QA differs from scripted automation and manual testing.
- [Product quality audit](https://qa.tech/product-quality-audit): An agent-run audit of your product's current quality and coverage gaps.
- [Pricing](https://qa.tech/pricing): Plans and what is included in each.

## Solutions and industries

- [For CTOs and engineering leaders](https://qa.tech/solutions/ctos): Ship faster without growing a manual QA team.
- [For QA engineers](https://qa.tech/solutions/qa-testers): Hand repetitive regression work to agents and focus on hard test design.
- [For SaaS teams](https://qa.tech/saas): Continuous coverage for fast-moving SaaS products.
- [For e-commerce](https://qa.tech/industries/ecommerce): Checkout, payment and catalogue flows tested on every release.

## Company

- [About QA.tech](https://qa.tech/about-us): Who we are and why we build autonomous QA agents.
- [Vision](https://qa.tech/vision): Where we think software testing is heading.
- [Press](https://qa.tech/press): Press releases and media coverage.
- [Events](https://qa.tech/events): Webinars, meetups and conference appearances.
- [Partnerships](https://qa.tech/partnerships): Agency, reseller and technology partnerships.
- [Contact](https://qa.tech/contact): Get in touch with the team.
- [Book a demo](https://qa.tech/demo): See agentic QA running against your own product.
- [Privacy policy](https://qa.tech/privacy-policy): How we handle customer and test data.

## Resources

- [Blog](https://qa.tech/blog): Guides and analysis on AI testing, QA strategy and release quality.
- [Case studies](https://qa.tech/case-studies): How teams like Pricer, Upsales and Strise run QA with agents.
- [Changelog](https://qa.tech/changelog): Product updates, shipped weekly.
- [Comparisons](https://qa.tech/compare): QA.tech against Playwright, Cypress, mabl, QA Wolf and others.
- [Ebook: Past the bottleneck](https://qa.tech/ebooks/past-the-bottleneck): A practical guide to removing QA as a release bottleneck.
- [Ebook: Adopting agentic testing](https://qa.tech/ebooks/adopting-agentic-testing): How to roll out AI QA agents across an engineering org.

## Comparisons

- [QA.tech vs. Claude + Playwright](https://qa.tech/compare/qa-tech-vs-claude-playwright): Claude + Playwright makes test generation cheap. It doesn't make tests reliable, maintainable, or strategic. See how QA.tech's AI agents compare – and when eac…
- [QA.tech vs. Cypress (2026): Honest Comparison](https://qa.tech/compare/qa-tech-vs-cypress): QA.tech vs. Cypress in 2026 – a side-by-side breakdown of test maintenance, speed, coverage, and total cost. When Cypress fits, when it doesn't, and when to ru…
- [QA.tech vs. Mabl (2026): Honest Comparison](https://qa.tech/compare/qa-tech-vs-mabl): QA.tech vs. Mabl in 2026 – an honest breakdown of low-code vs. autonomous AI testing, maintenance cost, and which approach scales with your product.
- [QA.tech vs. Playwright (2026): Honest Comparison](https://qa.tech/compare/qa-tech-vs-playwright): QA.tech vs. Playwright in 2026 – maintenance tax, AI agents, CI integration, and 36-month cost. When to pick each, when to run both.
- [QA.tech vs. QA Wolf (2026): Honest Comparison](https://qa.tech/compare/qa-tech-vs-qa-wolf): QA.tech vs. QA Wolf in 2026 – AI agents vs. managed services. Speed, control, coverage, and 36-month cost compared. Which fits your team.

## Customer case studies

- [4C Strategies scales testing with AI automation](https://qa.tech/case-studies/4c-strategies-replaces-manual-testing-with-ai): 4C Strategies overcame massive testing bottlenecks by using QA.tech's AI agents to read dense user manuals and autonomously test highly customized workflows.
- [Bizbrains automates UI testing for continuous delivery](https://qa.tech/case-studies/bizbrains-ui-testing-automation): Bizbrains replaced brittle test scripts with AI agents, automating complex UI testing and enabling reliable continuous delivery through Azure DevOps integratio…
- [How Crystal Intelligence cut regression from weeks to hours](https://qa.tech/case-studies/crystal-intelligence-speeds-up-regression-testing): Crystal Intelligence automated complex canvas UI testing with AI, cutting regression from weeks to hours and enabling fast, reliable releases in CI/CD.
- [How JOIN automated QA with AI agents](https://qa.tech/case-studies/how-join-automated-qa-with-ai-agents): JOIN Solutions eliminated a severe QA bottleneck by transforming week-long manual regression testing into a automated test runs using QA.tech's AI agents.
- [Smartlinx replaced legacy QA processes with AI agents](https://qa.tech/case-studies/smartlinx-ai-qa-replacement): Smartlinx replaced a brittle legacy test framework with AI agents, rebuilding regression testing to improve reliability and reduce reliance on manual QA effort…
- [Airpelago – Scaling Drone Operations with Reliable End-to-End Testing](https://qa.tech/case-studies/airpelago---scaling-drone-operations-with-reliable-end-to-end-testing): Power-line drone ops needed stable map UI tests where Playwright flaked–Airpelago now runs agentic E2E on their top journeys several times a day and ships with…
- [How Upsales Replaced 320h of Manual Testing with Agents](https://qa.tech/case-studies/how-upsales-replaced-320h-of-manual-testing-with-agents): Upsales replaced 320+ hours of manual regression a month with QA.tech agents–keeping their sales CRM stable without scaling a dedicated manual QA team.
- [How AI Agents Saved Pricer’s QA Process](https://qa.tech/case-studies/how-pricer-transform-qa-with-qa-tech): From eight QA engineers to two, Pricer still grew ESL coverage with AI agents–fewer production bugs, faster releases, and about 390 hours of testing saved ever…

## Latest blog posts

- [AI Development Tools in 2026: Agentic AI, Testing and QA](https://qa.tech/blog/ai-dev-tool-stack-for-2026): Discover how agentic AI, automated testing, and AI QA tools help teams ship faster and safer in 2026.
- [AI Testing in CI/CD: How to Run E2E Tests on Every Pull Request](https://qa.tech/blog/step-by-step-guide-setting-up-robust-test-automation-with-github-actions): Where end-to-end tests should run in a pipeline, how to trigger them from a pull request in GitHub
- [The 7 Best AI Test Automation Platforms for B2B and SaaS Teams in 2026](https://qa.tech/blog/top-platforms-for-performing-ai-test-automation): AI is vital in every product development stage. Discover how to integrate AI into all product development processes!
- [Flaky Tests: The Two Kinds, and Why Chasing Zero Costs You Real Bugs](https://qa.tech/blog/flaky-tests-two-kinds): Not all flaky tests are the same. One kind is noise you should kill; the other is your suite telling you something real. Confuse them and you optimise your way…
- [Getting Started with Playwright MCP](https://qa.tech/blog/getting-started-with-playwright-mcp): What Playwright MCP is, how to set it up, what it is genuinely good at, and where a coding agent driving a browser stops being a test suite.
- [QA Testing: What It Is, How It Works, and How to Start](https://qa.tech/blog/the-ultimate-beginners-guide-to-qa-testing): What QA testing is, who does it on teams that have no QA team, the types of testing and when each is
- [AI in Software Testing (2026): What Works, What Doesn't, How to Roll It Out](https://qa.tech/blog/ai-in-software-testing): Where AI fits in software testing in 2026, from AI-written unit tests to agents that run end-to-end flows – what's real, what's marketing, what it costs.
- [What Is Agentic Testing? Agentic QA, Explained](https://qa.tech/blog/what-is-agentic-testing): Agentic testing means an AI agent reasons its way to a testing goal instead of replaying a script. What makes a tool agentic, how the loop works, and where it…
- [What Is Autonomous Testing? Levels, Reality Check, Where Agents Fit](https://qa.tech/blog/what-is-autonomous-testing): Autonomous testing means software tests where the system works out how to test, runs it and judges the result. The levels from manual to policy-driven, what no…
- [Software Testing Strategies (And Why Most Teams Don't Have One)](https://qa.tech/blog/software-testing-strategies): A software testing strategy decides what must never break, what gets tested on every change, and what you stop testing. Here are the five strategies teams actu…
- [The 12 Best Agentic QA Tools in 2026](https://qa.tech/blog/best-agentic-qa-tools-in-2026): Comparing the 12 best agentic QA tools in 2026 – autonomous AI agents, open-source agent tooling, AI-assisted platforms, and managed services. Who actually aut…
- [The 10 Best E2E Testing Platforms in 2026](https://qa.tech/blog/best-e2e-testing-platforms-2026): Comparing the 10 best end-to-end testing platforms and frameworks in 2026 – autonomous AI platforms, code-based frameworks, managed services – and how to pick…
- [The 13 Best AI Testing Tools in 2026](https://qa.tech/blog/the-13-best-ai-testing-tools-in-2026): Comparing the 13 best AI testing tools in 2026 – from autonomous AI agents to managed services. See how
- [Website QA Testing Tools: The 12 Best in 2026 (By Testing Type)](https://qa.tech/blog/website-qa-testing-tools): The best website QA testing tools in 2026, organised by what they actually test – functional/E2E, visual, accessibility, API, performance, and cross-browser…
- [Agentic Testing, Demystified: Your TestGuild Webinar Questions, Answered](https://qa.tech/blog/agentic-testing-questions-testguild-webinar): QA engineers asked us 24 hard questions about agentic testing at our TestGuild webinar. Here are the full answers – determinism, CI/CD, V&V, test data, mobile…
- [What Is Regression Testing? (And Why Your Suite Is Probably Too Big)](https://qa.tech/blog/what-is-regression-testing): Regression testing checks that working features still work after a change. What it covers, when to run it, and why a small suite paired with dynamic testing on…
- [Building a Balanced QA Team: Skills, Experience, and Structure](https://qa.tech/blog/building-a-balanced-qa-team): A balanced QA team is not a headcount question – how to map skills to the bugs reaching production, audit responsibilities, and choose a team model.
- [Playwright Tutorial for Beginners: From Install to CI in One Sitting (2026)](https://qa.tech/blog/playwright-for-beginners-quick-start-automation): A complete beginner's Playwright tutorial for 2026: install, write and debug your first test, use fixtures, run in CI, and know when scripted tests start to hu…
- [The 9 Best Mobile App Testing Tools in 2026 (By Testing Type)](https://qa.tech/blog/best-mobile-app-testing-tools): The best mobile app testing tools in 2026, grouped by type – AI agents, scripted frameworks, low-code platforms, and device clouds – with honest notes on where…
- [QA Automation Services in 2026: Agencies vs. Platforms (9 Options Compared)](https://qa.tech/blog/best-qa-automation-services-for-b2b-saas-companies): Hiring a QA agency, building an in-house team, or buying an AI testing platform? A practical breakdown of QA automation services for B2B SaaS teams in 2026, wi…
- [Mobile Test Automation in 2026: How AI Agents Test iOS and Android Apps](https://qa.tech/blog/mobile-test-automation-with-ai-agents): A practical guide to mobile test automation in 2026 – why mobile testing lags web, the maintenance loop that breaks scripted tests, and how AI agents test Reac…
- [What Is Dynamic Testing? Definition, Types, and How AI Changed It](https://qa.tech/blog/what-is-dynamic-testing): Dynamic testing means evaluating software by running it. The classical definition, the types, dynamic vs static testing, and how AI agents changed what dynamic…
- [The 10 Best AI PR Code Review Tools in 2026 (4 Tested Hands-On)](https://qa.tech/blog/top-5-ai-pr-code-reviewers-2025): We tested CodeRabbit, devlo, GitHub Copilot, and Ellipsis on real PRs in our monorepo, then rounded up six more AI code review tools worth evaluating in 2026…
- [AI Workflows to Help You Ship Better Products](https://qa.tech/blog/ai-workflows-help-you-ship-better-products): AI is making teams code faster, but testing is stuck in the past. Discover how agentic QA can remove the bottleneck and help teams ship with confidence.
- [The 10 Best Performance Testing Tools in 2026](https://qa.tech/blog/10-best-performance-testing-tools-for-your-development-team): We compared the 10 best performance testing tools in 2026 – open-source (k6, JMeter, Gatling, Locust) and commercial (LoadRunner, NeoLoad, BlazeMeter) – by pro…
- [QA Automation Trends in 2026: What's Actually Changing](https://qa.tech/blog/qa-automation-trends-in-2025): The QA automation trends actually shaping 2026 – agentic testing goes mainstream, verification becomes the SDLC bottleneck, testing moves to the pull request…
- [The Top 5 Things Everyone Gets Wrong About Self-Healing Tests](https://qa.tech/blog/self-healing-tests-misconceptions): Self-healing tests promise the end of test maintenance. What you get is a cheaper patch on the same brittle architecture. Here are the top 5 things everyone ge…
- [How to Evaluate Agentic Testing Tools: A Buyer's Guide for Engineering Leaders](https://qa.tech/blog/how-evaluate-agentic-testing-tools-buyer-s-guide-engineering-leaders): Not all AI testing tools are created equal. Learn what to look for, what red flags to avoid and how to choose an agentic testing platform that actually helps y…
- [The QA Process Killing Your Sprint Velocity (And How to Fix It)](https://qa.tech/blog/the-qa-process-killing-your-sprint-velocity-how-fix-it): Your velocity isn’t broken, your QA process is. Late-stage testing and handoffs are killing speed. Explore three modern approaches to eliminate bottlenecks and…
- [When to Kill a Test: How to Prune a Test Suite That's Slowing You Down](https://qa.tech/blog/when-kill-test-how-prune-test-suite-that-s-slowing): Learn how to prune your test suite by removing flaky, duplicate, and low-value tests. Improve reliability, reduce maintenance effort and keep only the tests th…
- [All 128 entries](https://qa.tech/blog): full index of latest blog posts.

## Latest product updates

- [Product updates – 2026-09-16](https://qa.tech/changelog/2026-09-16): A guide to uploading a PR build and pinning it to a test plan or change review, with CI snippets.
- [Product updates – 2026-09-14](https://qa.tech/changelog/2026-09-14): The agent can check the browser console during a run and quote the exact error line back in the trace.
- [Product updates – 2026-09-11](https://qa.tech/changelog/2026-09-11): Ask for a flowchart or sequence diagram and the chat agent draws it instead of describing it.
- [Product updates – 2026-09-09](https://qa.tech/changelog/2026-09-09): Project Settings now runs your chat workflows or test plans on a schedule, via the API, or on demand.
- [Product updates – 2026-09-04](https://qa.tech/changelog/2026-09-04): Configs now have an API Key type, masked everywhere in the UI and passed to tests as a variable.
- [Product updates – 2026-09-03](https://qa.tech/changelog/2026-09-03): The Pull Requests stats bar and list now speak in bug outcomes – Fixed, Reproduced, Open.
- [Product updates – 2026-09-02](https://qa.tech/changelog/2026-09-02): A clipboard action lets the agent stage text and paste it, so fields that reject typing work.
- [Product updates – 2026-09-01](https://qa.tech/changelog/2026-09-01): Ask for a folder path like "Checkout > Payments" and chat builds the whole hierarchy.
- [Product updates – 2026-08-31](https://qa.tech/changelog/2026-08-31): Files you share with chat, or ask it to generate, can be saved straight into a reusable File Upload config.
- [Product updates – 2026-08-28](https://qa.tech/changelog/2026-08-28): New guides cover first-class API tests end to end, and project agent rules now reach the API testing agent.
- [Product updates – 2026-08-27](https://qa.tech/changelog/2026-08-27): Chat, the API and the CLI can search test cases by name, goal, expected result and steps.
- [Product updates – 2026-08-26](https://qa.tech/changelog/2026-08-26): A new icon on the pull request list takes you directly to the review conversation.
- [Product updates – 2026-08-25](https://qa.tech/changelog/2026-08-25): A bell next to the Running count arms a desktop notification and a chime for the run or test you're watching.
- [Product updates – 2026-08-24](https://qa.tech/changelog/2026-08-24): A new hover affordance lets you add a step between any two existing steps in the test case editor.
- [Product updates – 2026-08-21](https://qa.tech/changelog/2026-08-21): A new, more capable agent option sits alongside Fast-v2 for more complex flows.
- [Product updates – 2026-08-20](https://qa.tech/changelog/2026-08-20): Ask the assistant to add, edit or remove testing and PR-review rules without leaving the conversation.
- [Product updates – 2026-08-19](https://qa.tech/changelog/2026-08-19): Typing a scenario name that doesn't exist yet in Change Scenario now offers to create and apply it in one step.
- [Product updates – 2026-08-17](https://qa.tech/changelog/2026-08-17): Ask the chat agent to rewrite or translate a test plan's description and it applies the change directly.
- [Product updates – 2026-08-13](https://qa.tech/changelog/2026-08-13): The chat agent turns full results and large tool outputs into files up to 20 MB, in Markdown, CSV, JSON, text, HTML or YAML.
- [Product updates – 2026-08-12](https://qa.tech/changelog/2026-08-12): Set a default agent per test plan, and override device, environment or agent for a single run.
- [Product updates – 2026-08-11](https://qa.tech/changelog/2026-08-11): Cursor, Claude Code, Claude Desktop and Codex can connect to QA.tech with just a URL and an account sign-in.
- [Product updates – 2026-08-10](https://qa.tech/changelog/2026-08-10): New Audio Input configs feed prepared recordings into your app's microphone mid-test, so agents can exercise dictation and voice-driven flows.
- [Product updates – 2026-08-05](https://qa.tech/changelog/2026-08-05): Reviews triggered from the change-review GitHub Action could run and never appear on the pull request – fixed.
- [Product updates – 2026-08-04](https://qa.tech/changelog/2026-08-04): The chart loads instantly on large projects and adds a rolling "Tested last 30 days" line.
- [Product updates – 2026-07-24](https://qa.tech/changelog/2026-07-24): The chat assistant archives up to 100 test cases per request instead of 20, with a paginated confirmation card.
- [Product updates – 2026-07-23](https://qa.tech/changelog/2026-07-23): The testing agent traces circles, blobs and polygons in one continuous stroke instead of only straight-line drags.
- [Product updates – 2026-07-21](https://qa.tech/changelog/2026-07-21): The project coverage page leads with a stats bar and full-width application cards, making gaps easier to spot and fix.
- [Product updates – 2026-07-20](https://qa.tech/changelog/2026-07-20): Every review round assesses the full pull request instead of anchoring on the latest fix.
- [Product updates – 2026-07-15](https://qa.tech/changelog/2026-07-15): Ask the chat agent to export results as Markdown, JSON or CSV and get a one-click download card.
- [Product updates – 2026-07-13](https://qa.tech/changelog/2026-07-13): The chat agent can now create a scenario on the fly and move a test case into it, instead of only working with scenarios that already exist.
- [All 148 entries](https://qa.tech/changelog): full index of latest product updates.

## Optional

- [Sitemap](https://qa.tech/sitemap.xml): every indexable URL on qa.tech.