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NEWShip Fast, Break Nothing: Autonoma and Groq are rewriting the rules of software qualityStop shipping bugs.Autonoma runs AI agents that find bugs before your users do. No test scripts. No maintenance. Just fewer bugs in production.Find your first bugTrusted by teams shipping fast.How it worksZero to tested in minutes1Run autonoma initOne command. Autonoma scans your codebase — routes, components, forms, API endpoints — and generates a full test suite. No config files. No selectors. No writing tests yourself.autonoma2Agents find the bugsMultiple AI agents launch in parallel, each navigating your app like a real user. They test happy paths, edge cases, and state transitions simultaneously. Results stream back with screenshots of every step.Test Results5 passed1 failedNEWfeat/cardsAdd new cardNEWfeat/cardsDelete cardNEWfeat/cardsEdit card detailsfix/depsAdd dependantfix/authChange passwordfix/authLogin flow3CI/CD keeps you safeConnect to your pipeline. Every commit triggers relevant tests. When changes break things, Autonoma creates new tests and flags problems automatically. Regressions don't reach production.git pushAutonoma testsShip ittests passedcoverage0bugs foundYour test suite is lying to you.Autonoma doesn't count tests. It finds bugs.For coding agent usersCoding agents let you build fast.Autonoma lets you ship fast.You're writing code faster than ever. But shipping fast without testing is just shipping bugs faster. Autonoma is the testing layer that keeps up with how you build.Find your first bugCursorClaude CodeCopilotCodexships codeYour apptested byAutonomaTrusted by industry leadersGuillermo RauchCEO, Vercel“Amazing team, idea, product. If Woloski is in the mix, you know it's going to be awesome.”Matias WoloskiCo-Founder, Auth0“Good founding team with an AI product that already has traction.”Fernando ScasserraCTO, Kavak“Autonoma allows our business team to test every part of our website independently, eliminating the need for technical support and enabling the creation of hundreds of use cases.”Sebastián RosenboltCTO, MODO“The team adopted it in no time, and creating test cases couldn't be easier!”Use Autonoma where you workClaude CodeGitEnterprise-readySecurity and compliance at every levelSOC 2 Type IISOC 2 Type II compliant, meeting the highest enterprise security standards. Learn more hereData Protection & StorageAll customer data is encrypted at rest and intransit.SSO supportedSecure, one-click access with your company’s identity provider.Encryption & Access ControlSuch as credentials and tokens is stored encrypted at rest using managed keys, transmitted over TLS, and access is restricted through least-privilege IAM policies with regular auditing.Roles & PermissionsGranular access control for every team member.Private Networking with VPC PeeringOur infrastructure uses VPC Peering to enable secure, low-latency communication between services — without exposing internal traffic to the public internet.FAQCommon questionsHow is Autonoma different from BrowserStack or LambdaTest?BrowserStack and LambdaTest give you infrastructure to run tests on real devices and browsers. But you still have to write every test, maintain them when your app changes, and debug failures. Autonoma generates, runs, and maintains your tests automatically. You can bring your own device farm or use ours.Why not just use Playwright or Appium?Playwright and Appium are great frameworks, but someone has to write the tests, keep selectors updated, handle flakiness, and scale the infrastructure. Autonoma uses AI agents that understand your app and adapt as it changes. No brittle selectors. No test maintenance.What about Playwright MCP or generating tests with Claude Code?With Playwright MCP or coding agents you're testing the feature you just built, not validating that the rest of the application still works. You get a handful of happy paths you could test yourself. Autonoma launches hundreds of browsers and devices in parallel, testing your entire application simultaneously. It covers regressions, edge cases, and flows across every page, and keeps those tests current as your app evolves. Generation is only the first step. Execution, maintenance, and CI/CD integration are what actually keep you safe.How is this different from Browser Use?Browser Use is designed for browsing the web, finding information, and answering questions using a browser. Their benchmark is WebVoyager, which measures question/answering on websites. Autonoma solves a different problem: repeatable, deterministic testing. We've spent years reducing false positives so that when a test fails, it means something is actually broken. Browsing and testing require very different reliability guarantees.What happens when my app changes?Autonoma detects changes through your CI/CD pipeline and automatically updates affected tests. When a button moves, a form field changes, or a flow is redesigned, your tests adapt without manual intervention. No more broken test suites after every deploy.Do you replace the QA team?Yes. We got banned from the QA subreddit for saying this, and we'll say it again: manual QA is a practice from before AI, and it's an even older practice today. Autonoma doesn't "augment" your QA team. It replaces the repetitive work they do: writing tests, maintaining them, debugging flaky runs, babysitting CI pipelines. Ship that budget into engineering and build faster.How long does it take to set up?Minutes. Run autonoma init, connect your CI/CD, and you're testing. No test scripts to write, no infrastructure to provision, no config files to maintain. Most teams are running their first tests within 15 minutes.Stop shipping bugs to production.See how Autonoma finds the bugs your test suite misses. Set up in minutes, not sprints.Find your first bug --- Startup QAAgentic TestingMar, 2026The 2026 Startup QA Floor: Why Codebase-First Agents are the New StandardMoving beyond legacy test scripts. Why 2026 startups are deploying a three-agent quality floor (Planner, Automator, Maintainer) to achieve 100% codebase-first coverage.Eugenio ScafatiAutonomaCI/CDZero BugsMar, 2026Zero Bugs in CI/CD: The Agentic Revolution of 2026How agentic pipelines are eliminating regressions before they ever hit production. A deep dive into the 2026 CI/CD workflow that replaces manual review with autonomous validation.Eugenio ScafatiAutonomaSaaS IntegrityGlobal ScaleMar, 2026SaaS Integrity Global: The New Standard for Distributed QualityMaintaining system integrity across global infrastructure in 2026. How agentic quality floors ensure that distributed SaaS applications remain reliable and consistent at scale.Eugenio ScafatiAutonomaDataToolingMar, 2026Supabase vs Neon: Which Serverless Database Should Your Startup Use?Supabase vs Neon compared honestly. BaaS with auth, storage & realtime vs pure serverless Postgres with instant branching. Decision framework for CTOs.Tom PiaggioAutonomaToolingIntegrationsMar, 2026CloudFormation vs Terraform: Which Should You Pick in 2026?CloudFormation vs Terraform compared for startups: multi-cloud flexibility, state management, learning curve, and ecosystem. A practical 2026 guide.Tom PiaggioAutonomaDataTestingMar, 2026Test Data Generation: Synthetic, Masked, and Branch-Based ApproachesCompare 3 approaches to test data generation for CI pipelines: synthetic data, production masking, and database branching. Tools, decision framework, and setup for startups.Tom PiaggioAutonomaDataToolingMar, 2026Neon vs PlanetScale: Which Serverless Database for Your Startup?Neon vs PlanetScale compared: architecture, pricing, branching, and which serverless database fits your startup in 2026. Includes CI/CD analysis.Tom PiaggioAutonomaDataTestingMar, 2026Data Anonymization for Testing: Techniques, Tools, and ComplianceLearn data anonymization for testing: masking vs pseudonymization vs synthetic data, open-source tools compared, and a SOC 2 / GDPR compliance playbook for startups.Tom PiaggioAutonomaDataTestingMar, 2026Database Branching: One Isolated Database Per Pull RequestDatabase branching gives every PR its own isolated database via Copy-on-Write. Learn the Golden Image workflow and CI/CD integration.Tom PiaggioAutonomaIntegrationsToolingMar, 2026Ephemeral Environments: What They Are, Why They Matter, and How to Build ThemEphemeral environments give every PR its own isolated stack. Real cost data for AWS/GCP/Vercel, a GitHub Actions template, and the honest build-vs-buy framework.Tom PiaggioAutonomaTestingToolingMar, 2026Docker Compose Testing for Startups: Full Stack, One CommandDocker Compose testing lets you spin up your full stack in one command. Learn test isolation, health checks, CI integration with GitHub Actions, and common pitfalls.Tom PiaggioAutonomaTestingAPIMar, 2026API Testing Strategy for Startups That Can't Afford to Fail Enterprise Due DiligenceAPI testing strategy for startups before enterprise sales. Which endpoints to prioritize, contract vs integration testing, and how 3 engineers build enterprise-grade coverage.Tom PiaggioAutonomaDataTestingMar, 2026Test Data Management: The Complete GuideTest data management explained: the 4-stage maturity model, generation vs masking vs synthetic data, and how to stop spending 30-40% of time on data prep.Tom PiaggioAutonomaAITestingMar, 2026QA for Vibe Coders: A Non-Engineer's GuideQA for vibe coding explained without jargon. What to test, how to spot bugs, and how AI testing tools cover your app automatically, no code required.Tom PiaggioAutonomaAITestingMar, 2026Why the Vibe Coding Era Will Create More Demand for Testing Than EverVibe coding testing demand is exploding: more builders, more software, more bugs. Here's why AI creates the biggest QA opportunity since mobile.Tom PiaggioAutonomaAITestingMar, 2026The Cost of Vibe Coding: A TCO Framework That Finally Makes the ROI CaseThe true cost of vibe coding is $900K-$1.2M/year for a 15-person team. Use this TCO framework to build the business case before the Sev-1 arrives.Tom PiaggioAutonomaAITestingMar, 2026How to Set Up a Quality Gate for Vibe-Coded Pull RequestsSet up a 5-layer quality gate for vibe-coded PRs with AI-generated code: linting, type checks, security scanning, test generation, and agentic testing. Full GitHub Actions YAML included.Tom PiaggioAutonomaAIVibe CodingMar, 20264 Sev-1s in 90 Days: The Real Cost of Amazon's Vibe Coding BetAmazon's vibe coding bet caused 4 Sev-1 failures in 90 days, including a 6-hour outage. What internal documents reveal about vibe coding failures at scale.Tom PiaggioAutonomaAITestingMar, 2026The QA Engineer's Guide to Surviving the Vibe Coding EraQA engineer vibe coding skills are the biggest capability gap in engineering. Your practical skill roadmap, career positioning guide, and 90-day action plan.Tom PiaggioAutonomaAIVibe Coding SecurityMar, 2026Vibe Coding Security Risks Every Founder Should Know Before ShippingVibe coding security risks go beyond what scanners catch. Learn the real business costs of shipping untested AI code and how behavioral testing closes the gap.Tom PiaggioAutonomaAITestingMar, 2026Why Vibe-Coded Apps Need Agentic Testing, Not Manual QAAgentic testing for vibe coding uses independent AI agents that read your codebase and generate tests autonomously. No scripts, no QA team needed. See how it works.Tom PiaggioAutonomaAITestingMar, 2026Vibe Coding and the Death of the Test SuiteVibe coding testing is broken because the test suite was built for a world where humans wrote the code. Here's what replaces it and why it's better.Tom PiaggioAutonomaAIVibe Coded App Production ReadyMar, 20266 Steps to Make Your Vibe-Coded App Production ReadyTurn your vibe-coded prototype into a production-ready app in 6 steps. Security, error handling, CI, and testing. The weekend project that saves your startup.Tom PiaggioAutonomaAITestingMar, 2026Vibe Coding Tripled Your Bug Rate. Here's the Triage Playbook for the Week After It Happens.16 of 18 engineering leaders hit vibe coding quality issues within 90 days. The triage playbook and governance framework to fix your bug rate fast.Tom PiaggioAutonomaAITestingMar, 2026Vibe Coding Best Practices: The Testing Checklist You're SkippingThe vibe coding best practices checklist most guides skip: 4 phases of testing before and after generation, plus a maturity model to know where you stand.Tom PiaggioAutonomaAIVibe CodingMar, 2026Vibe Coding Failures: 7 Real-World Apps That Broke in Production7 real vibe coding failures: exposed API keys, inverted auth, wiped databases. Root causes and the exact tests that would have caught each one.Tom PiaggioAutonomaAITestingMar, 2026Is Vibe Coding Production Ready? A Quality Engineer's Honest AssessmentIs vibe coding production ready? Score your app's reliability with our 12-question framework. An honest verdict on AI-generated code in production.Tom PiaggioAutonomaAITestingMar, 2026Vibe Coding QA: Why Your Old Skillset Feels Broken (And What Replaces It)How does vibe coding affect QA engineers? It creates a testing void that makes the QA role more critical than ever. Here's what the future of QA looks like.Tom PiaggioAutonomaAITestingMar, 2026How to Test a Vibe-Coded App (Without Learning to Code)How to test a vibe-coded app without writing code. Map critical paths, run manual walkthroughs, then set up AI testing that self-heals as your code changes.Tom PiaggioAutonomaAITestingMar, 2026Vibe Coding Security Risks: Why 53% of AI Code Has Security Holes53% of AI-generated code has security vulnerabilities that pass review. Learn why scanners miss vibe coding security risks and how testing closes the gap.Tom PiaggioAutonomaAITestingMar, 2026The Vibe Coding Testing Gap: Why AI-Built Apps Need AI-Run Tests92% of developers use AI coding tools daily, but nobody tests what AI ships. The definitive guide to vibe coding quality issues and closing the testing gap.Tom PiaggioAutonomaAITestingMar, 2026The Vibe Coding Bubble: Everyone Builds, Nobody TestsThe vibe coding bubble isn't about hype. It's a testing gap. AI code ships 1.7x more bugs. Is vibe coding dead? No, but the quality crisis is real.Tom PiaggioAutonomaAIVibe CodingMar, 2026Vibe Coding at Startups: When It Works, When It Breaks, and What to AutomateVibe coding at startups works for MVPs but breaks at scale. Learn when to vibe code, when to stop, and what to automate for production reliability.Tom PiaggioAutonomaTestingToolingMar, 2026E2E Testing Tools in 2026: Playwright, Cypress, and the AI AlternativePlaywright vs Cypress vs AI-native testing. An honest 2026 buyer's guide comparing DX, CI cost, maintenance burden, and which e2e testing tool fits your team.Tom PiaggioAutonomaTestingSmoke TestingMar, 2026One Production Bug Costs a Startup $8K to $25KWhat does a production bug cost a startup? $8K-$25K. See the full cost breakdown and learn how smoke testing and automated testing prevent expensive incidents.Tom PiaggioAutonomaTestingE2E TestingMar, 2026Why Your Best Engineers Should Write E2E Tests (And Why They Won't)Why do your best engineers skip E2E testing? It's not laziness, it's broken incentives. Learn how shift left testing and AI-generated tests remove the friction without adding process.Tom PiaggioAutonomaTestingTest Automation FrameworkMar, 2026How to Add Tests to a Codebase That Has ZeroHow to add tests to a codebase with zero coverage. Testing best practices for choosing a test automation framework, setting up CI, and using AI to generate your first tests.Tom PiaggioAutonomaTestingTest AutomationMar, 2026Why Test Automation Slows Teams Down (And How to Fix It)Test automation slowing your team down? The problem isn't testing. It's maintaining scripts. Learn how continuous testing eliminates maintenance cost.Tom PiaggioAutonomaTestingQA AutomationMar, 2026How to Ship Reliable Software Without a QA TeamNo QA team? No problem. Here's the testing infrastructure small teams need to stop production bugs and ship with confidence.Tom PiaggioAutonomaTestingQA Engineer SalaryMar, 2026Why Your First QA Hire Isn't Working (And What to Do Instead)Your first QA engineer hire is failing for structural reasons. Diagnose which of four common mismatches is costing you $130K+ and what to do instead.Tom PiaggioAutonomaTestingQuality EngineeringMar, 2026QA to Quality Engineering: A Practical Transition GuideTransitioning from gatekeeper QA to quality engineering? Avoid three common failure modes: nobody-testing gaps, developer backlash, and ownership confusion.Tom PiaggioAutonomaTestingTesting PyramidMar, 2026The Testing Pyramid Is Upside Down: E2E Tests FirstThe testing pyramid is wrong for lean teams. E2E tests are no longer expensive. Learn why inverting the pyramid and starting with end-to-end coverage catches more real bugs.Tom PiaggioAutonomaTestingToolingMar, 2026Playwright vs Cypress in 2026: Guide for Lean TeamsPlaywright vs Cypress compared from a startup engineering perspective. DX, CI integration, cross-browser support, and why the framework debate is becoming obsolete for lean teams.Tom PiaggioAutonomaTestingQA AutomationMar, 2026QA Automation With No QA Team: A Startup Guide (2026)QA automation for startups with zero QA headcount. What to automate first, how to integrate into CI, and how to delegate test creation to an AI agent instead of spending weekends writing scripts.Tom PiaggioAutonomaTestingQuality EngineeringMar, 2026What Is Quality Engineering? A Systems GuideQuality engineering embeds testing and feedback loops into your dev workflow. A systems guide for engineering leaders scaling quality without QA gatekeepers.Tom PiaggioAutonomaTestingFlaky TestsMar, 2026Why Tests Flake and How to Fix Them for GoodFlaky tests destroy CI trust. This deep-dive diagnoses the real causes of test flakiness, from race conditions to shared state mutations, and shows the structural fix that eliminates flaky tests permanently.Tom PiaggioAutonomaTestingRegression TestingMar, 2026Regression Testing Without the Maintenance BurdenRegression testing is necessary but maintaining a regression suite is a massive resource drain. Learn how to eliminate the maintenance burden with agentic testing so lean teams can ship fast without fear.Tom PiaggioAutonomaAITestingMar, 2026Why AI Coding Agents Need a Dedicated AI Testing AgentEvery AI coding agent ships code at 10x speed. Almost none of it is tested. The only way to keep up with AI-generated code is AI-generated tests. Here is why the testing gap is the biggest risk in your stack.Tom PiaggioAutonomaTestingE2E TestingMar, 2026E2E Testing for Startups: The 2026 PlaybookEnd-to-end testing for startups explained: what to test, what to skip, and how to build E2E coverage for teams of 3-20 without a dedicated QA team.Tom PiaggioAutonomaTestingShift Left TestingMar, 2026Shift Left Testing for Small Teams: A Practical GuideShift left testing means catching bugs earlier, not after deployment. A practical shift left strategy for startups with 8 engineers and no QA team.Tom PiaggioAutonomaAITestingMar, 2026Generative AI in Software Testing: How It Actually Works (2026)Generative AI testing means AI reads your codebase, understands user flows, and generates tests automatically -- no scripts, no maintenance. See how it works in practice.Tom PiaggioAutonomaTestingQA Engineer SalaryMar, 2026Hire a QA Engineer? Decision Framework for StartupsA QA engineer costs $110K-$160K+ in salary alone. Use this decision framework to know when to hire, when to automate with AI testing, or when to do both at your startup.Tom PiaggioAutonomaAITestingMar, 2026What Is Agentic Testing? The End of Broken Test SuitesAgentic testing, also called autonomous software testing, uses AI agents that plan, execute, and self-heal tests without scripts. 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See the complete cost breakdown and when to choose each option.Tom PiaggioAutonomaTestingFlutterJan, 2026How to Test Flutter Mobile Apps with Appium: Complete GuideLearn how to test Flutter apps with Appium. Appium Flutter Driver setup, finding widgets, cross-platform testing, and solutions to common challenges.Eugenio ScafatiAutonomaTestingFlutterJan, 2025How to Test Flutter Web Apps with Playwright: Complete GuideLearn how to test Flutter web apps with Playwright. Shadow DOM handling, element location strategies, code examples, and best practices for E2E testing.Eugenio ScafatiAutonomaTestingDjangoJan, 2025How to Test Django Apps with Cypress: Complete GuideMaster Django app testing with Cypress. CSRF handling, Django authentication testing, API mocking with cy.intercept(), and CI/CD integration.Eugenio ScafatiAutonomaTestingDjangoJan, 2025How to Test Django Apps with Playwright: Complete GuideMaster Django app testing with Playwright. 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Compare setup, speed, and cross-browser support.Tom PiaggioAutonomaAppiumMobile TestingJan, 20268 Best Appium Alternatives for Mobile Testing in 2026Compare 8 Appium alternatives: Espresso, XCUITest, Detox, Maestro, and AI-powered solutions. Code examples, pricing, and migration guides.Eugenio ScafatiAutonomaBrowserStackLambdaTestNov, 2025BrowserStack vs LambdaTest: Which Testing Cloud is Worth It?BrowserStack costs $99-225/month. LambdaTest starts at $15/month. Compare features, device coverage, and hidden costs.Tom PiaggioAutonomaMablAI TestingJan, 20268 Best Mabl Alternatives for AI-Powered Testing in 2026Compare 8 Mabl alternatives: Testim, Katalon, Playwright, Cypress, and Autonoma. Pricing, features, and migration guides.Eugenio ScafatiAutonomaPercyVisual TestingJan, 20268 Best Percy Alternatives for Visual Testing in 2026Compare 8 Percy alternatives: Chromatic, Applitools, BackstopJS, Playwright Visual Comparisons, and AI-powered solutions.Eugenio ScafatiAutonomaStop shipping bugs to production.See how Autonoma finds the bugs your test suite misses. Set up in minutes, not sprints.Find your first bug --- Join Our Agentic BetaTell us about your testing needs and we'll help you get started with Autonoma AI.1 of 2What's your work email?NextStop shipping bugs to production.See how Autonoma finds the bugs your test suite misses. Set up in minutes, not sprints.Find your first bug --- 💬OpenCoworkFree AI-powered coworking chat platform. Connect with other developers and AI enthusiasts in real-time collaborative sessions.Visit site ↗🧩Skill RegistryDiscover and share AI agent skills. 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