# 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 ``. - 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. - [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 - [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… - [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… - [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… - [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… - [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… - [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… - [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 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… - [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… - [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… - [QA Strategies for AI-Powered Applications](https://qa.tech/blog/qa-strategies-for-ai-powered-applications): Traditional QA expects predictable results. AI doesn't work that way. Discover how to test AI apps, measure quality, and make sure your agent stays helpful and… - [Manual Testing Is Dead](https://qa.tech/blog/manual-testing-is-dead): AI is reshaping QA. Manual regression work is fading, but human judgment, product insight, and test strategy are becoming more valuable than ever. - [The Testing Pyramid in the Age of Agentic AI](https://qa.tech/blog/the-testing-pyramid-age-agentic-ai): AI testing tools are making end-to-end tests way easier and more reliable, which is changing how we think about the old testing pyramid and how much we actuall… - [How to Audit Your QA Process](https://qa.tech/blog/how-to-audit-your-qa-process): Learn how to quickly audit your QA process, uncover hidden testing bottlenecks, and speed up releases with smarter automation and more reliable testing workflo… - [AI-Driven Software Development Life Cycle (SDLC) Explained – 2026](https://qa.tech/blog/ai-driven-software-development-life-cycle-explained): How AI is rewriting every phase of the SDLC in 2026 – planning, design, development, testing, deployment, and monitoring – and why QA is the unlock. - [AI in Software Testing: The 2026 Guide for Product Teams](https://qa.tech/blog/ai-in-software-testing): How product teams use AI in software testing in 2026 to ship faster – test generation, self-healing, AI bug detection, and what to roll out first. - [Building an Agentic QA Strategy: A CTO's Playbook](https://qa.tech/blog/building-agentic-qa-strategy-cto-s-playbook): A practical, phased playbook for CTOs and engineering leaders to close the gap between AI-accelerated development and QA capacity using agentic testing. - [From Selenium to Agentic Testing: Migrating Your Test Suite to AI-Powered Testing](https://qa.tech/blog/from-selenium-agentic-testing-migrating-your-test-suite-ai-powered): A practical, phased plan for migrating UI tests from Selenium to agentic testing with QA.tech – without rewriting your whole suite on day one. - [Generative AI in Software Testing: How It Works in 2026](https://qa.tech/blog/leveraging-generative-ai-in-software-testing): How generative AI is rebuilding software testing in 2026 – from autonomous test case generation to self-healing suites and AI-driven bug detection. - [What Is AI in Quality Assurance? A 2026 Guide for Engineering Leaders](https://qa.tech/blog/what-is-ai-in-quality-assurance): What AI in quality assurance means in 2026 – the use cases, the tooling, the ROI, and how to roll it out without breaking your existing QA process. - [Agentic Testing vs. Traditional Test Automation: What's Actually Different?](https://qa.tech/blog/agentic-testing-vs-traditional-test-automation-whats-actually-different): Explore the differences between traditional test automation and agentic testing. Learn how each approach - [5 Common Testing Anti-Patterns and How AI Fixes Them](https://qa.tech/blog/5-common-testing-anti-patterns-and-how-ai-fixes-them): Uncover five testing pitfalls that hurt product quality and see how AI-powered solutions can streamline - [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 - [Restructuring Your QA Team for the AI Era](https://qa.tech/blog/restructuring-your-qa-team-for-the-ai-era): See how AI is reshaping QA teams in 2026. Explore new roles, career growth, and smarter ways to test - [Hidden Tax of Test Maintenance](https://qa.tech/blog/hidden-tax-of-test-maintenance): Test maintenance is an invisible tax on your engineering team. Learn how much it really costs and how to - [From Manual to Autonomous QA: A Step-by-Step Transition Guide](https://qa.tech/blog/from-manual-to-autonomous-qa-a-step-by-step-transition-guide): Learn how to transition from manual testing to autonomous QA with a practical, step-by-step guide covering - [All 125 entries](https://qa.tech/blog): full index of latest blog posts. ## Latest product updates - [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. - [Product updates – 2026-07-08](https://qa.tech/changelog/2026-07-08): The chat assistant's tracker search is no longer capped at 25 issues – ask about your backlog and get up to 500 results back. - [Product updates – 2026-07-03](https://qa.tech/changelog/2026-07-03): Ask about a specific ticket and the chat agent now pulls in the full comment thread, not just the ticket fields. - [Product updates – 2026-07-02](https://qa.tech/changelog/2026-07-02): A test that fails for a fixable reason now gets corrected and rerun before the review posts – not waved off. - [Product updates – 2026-07-01](https://qa.tech/changelog/2026-07-01): Dashboard, Test Cases, Results, Issues, Insights, and Coverage pages now show instantly with a lightweight skeleton while content streams in behind it. - [Product updates – 2026-06-30](https://qa.tech/changelog/2026-06-30): Press Cmd+K (or Ctrl+K) to quickly copy your organization or project UUID to the clipboard. - [PR reviews now catch coverage gaps before posting](https://qa.tech/changelog/2026-06-29-pr-reviews-catch-coverage-gaps): The PR review agent runs a structured self-check after testing and fixes gaps it finds – then surfaces what it couldn't reach. - [Product updates – 2026-06-26](https://qa.tech/changelog/2026-06-26): Agents can browse your preview environments directly instead of asking for IDs. - [Product updates – 2026-06-25](https://qa.tech/changelog/2026-06-25): The onboarding agent now identifies whether your app uses email/password, username/password, or another login method – and sets up the right config automatical… - [Product updates – 2026-06-24](https://qa.tech/changelog/2026-06-24): All QA.tech test addresses and outgoing mail use the @qatech.email domain – a one-time allowlist entry keeps your email tests flowing. - [Product updates – 2026-06-23](https://qa.tech/changelog/2026-06-23): Flaky-test analysis and automatic reruns now apply to runs of any size. - [Product updates – 2026-06-22](https://qa.tech/changelog/2026-06-22): Verifications on rows in a list or table are more reliable, even on long tests where earlier screenshots are pruned. - [Product updates – 2026-06-18](https://qa.tech/changelog/2026-06-18): See when API keys were last used, and create org-scoped service keys directly from settings. - [Product updates – 2026-06-16](https://qa.tech/changelog/2026-06-16): New docs page for integrating QA.tech into a Bitrise pipeline for APK, IPA, and web app builds. - [Product updates – 2026-06-11](https://qa.tech/changelog/2026-06-11): A new "Capture Network Logs" toggle lets you turn off the network proxy for mobile tests where it interferes with app loading. - [Product updates – 2026-06-09](https://qa.tech/changelog/2026-06-09): Claude Desktop recently switched to OAuth-only MCP authentication, which is incompatible with API key configs, so it has been removed from the in-app install o… - [Product updates – 2026-06-05](https://qa.tech/changelog/2026-06-05): Ask the chat agent to add a new test environment and it handles setup inline. - [Product updates – 2026-06-04](https://qa.tech/changelog/2026-06-04): When a pull request has exactly one review, the full result card – summary, findings, tests, and feedback – now loads directly on the PR detail page. - [All 131 entries](https://qa.tech/changelog): full index of latest product updates. ## Optional - [Sitemap](https://qa.tech/sitemap.xml): every indexable URL on qa.tech.