--- title: "Agentic testing that keeps pace with every change." description: "Agentic testing uses AI agents to write, run, repair, and maintain end-to-end tests. Momentic expands coverage and cuts flaky tests." canonical: "https://momentic.ai/agentic-testing" last-updated: "2026-09-13T12:56:02-07:00" --- # Agentic testing that keeps pace with every change. URL: https://momentic.ai/agentic-testing platform / agentic-testing Give an agent a goal instead of a script. It navigates the flow, checks the outcome, and updates itself when the UI changes. Deterministic steps stay deterministic, so critical paths keep their exact assertions. [Try for free](https://app.momentic.ai/signup) [Get a demo](/sales) Works across web, iOS, Android, local development, and CI. ## Agentic verification at production scale. 117,010 bugs caught before deploy 70M+ Test runs executed 8.9M+ Steps auto-healed 339k+ Changes verified 80k+ PRs verified ## How agentic testing works. Use agents where the path varies. Keep critical paths step-based. Every agentic action ends in an assertion you wrote. 01 ### Define the goal Say what the user should accomplish and what must be true at the end. 02 ### Let the agent execute the flow The agent reads the live app state, picks its own actions, and works toward the goal as the screen changes. 03 ### Verify, cache, and maintain Momentic checks your postcondition and caches the path that worked, so the next run replays it without a model call. Memory feeds the agent its own decisions from past runs, so an ambiguous step like 'the selected tab' resolves the same way every time. ## Agentic testing capabilities. Use agents for the flows that change every sprint. Step-based tests keep the speed and exact control you need on checkout, auth, and billing. ### Goal-based AI actions Describe the objective in plain English. The agent picks the actions and stops when your outcome is met. Define the result. Let the agent handle the path. ### Product-aware test generation The Knowledge base holds your terminology, the rules each agent must follow, and the multi-step flows that describe your product. Momentic retrieves the relevant entries on every AI-assisted step, so the more you record, the fewer guesses the agent makes. Tests that understand how your product should work. ### Tests from code changes Momentic reads the diff on a pull request, finds the user journeys it touches, and proposes tests for the behavior that has no coverage yet. Keep test coverage moving with the codebase. ### Self-healing test maintenance When a button moves, Momentic re-resolves the interaction and updates the cached path instead of failing a journey that still works. Fix intended UI changes. Flag real regressions. ### Agent-assisted failure triage Each failure arrives classified, with the run context attached: product bug, environment problem, or a test that needs updating. Stop opening 40 runs to find the one real bug. ### MCP and CI integration Coding agents author and run tests through MCP. The resulting suite runs on commits, pull requests, deployments, and schedules. Connect code generation directly to product verification. Trusted by teams that ship every day. Engineering teams use agents to cover flows that were too variable to script, and to keep that coverage working week to week. “Momentic gave us a fast and reliable way to validate Poe.com's AI responses, even when they weren't deterministic.” Momoko F. Head of Product Operations, Quora 30 min daily test execution, down from 7 hours 500+ manual test cases replaced 100% critical tests created in one month [30 min daily test execution, down from 7 hours "Momentic gave us a fast and reliable way to validate Poe.com's AI responses, even when they weren't deterministic." Momoko F. Head of Product Operations, Quora](/customers/quora) [8x increase in release cadence "It's like giving someone your QA checklist and watching them execute it for you!" Sriram S. Engineering Lead, Source Control, Retool](/customers/retool) [80% faster release cycles "With Momentic, we've caught bugs that would have eluded even our most diligent internal tests." Alex C. CTO, GPTZero](/customers/gptzero) [6x faster end-to-end test creation "We've already seen a 30% decrease in production incidents thanks to Momentic's automated testing." Hanna K. Head of QA, CoverGo](/customers/covergo) [85% reduction in production incidents "Momentic gives us reliable end-to-end coverage, so we can focus on features instead of maintaining tests." Alec H. Staff AI Engineer, Mutiny](/customers/mutiny) [Browse all](/customers) ## Available across every platform. Same authoring model. Same APIs. Same test files. [01 Android Reliable Android tests on local or remote emulators in minutes.](/android-testing)[02 iOS Native iOS apps and SwiftUI. Same authoring as Android.](/ios-testing)[03 Web End-to-end browser testing on Chromium and Chrome.](/web-app-testing) ## Agentic testing, answered. What is agentic testing? You give an agent a goal instead of a script. It chooses the interactions, checks the result, and repairs the steps as the product changes. How is agentic testing different from traditional test automation? Traditional automation needs every interaction written in advance. Agentic testing starts from the goal and picks interactions from the screen. The [build vs buy calculator](/comparison/momentic-vs-build-your-own) prices the in-house version. How is agentic testing different from AI-assisted testing? AI assistance helps with one task, like drafting a step. An agent runs the whole sequence: it reacts to the app state, checks the outcome, and keeps the test working later. Should every test be fully agentic? No. Keep checkout, auth, and billing step-based, where you want the same path and the same assertions every run. Use agents where the path varies with user state, feature flags, or an A/B test. How does Momentic keep agentic tests trustworthy? Agentic actions take preconditions and postconditions, and you add your own assertions after the action. The test passes on the outcome you wrote, not on the agent reporting that it finished. Can Momentic create tests from pull requests? Yes. Your coding agent uses the Momentic MCP server to read the diff, find the journeys it touches, and write tests for behavior with no coverage. Review them in the pull request before they gate a release. Can engineers review and edit agent-created tests? Yes. Tests are readable files in your repo, so they show up in the diff and go through code review like any other change. Can agentic tests run in CI? Yes. Agentic and step-based tests run through the same CLI, so you can gate a pull request, verify a deploy, or run a nightly suite with either kind. Is agentic testing secure? Momentic is SOC 2 Type 2 compliant, with SAML SSO, SCIM provisioning, audit logs, and additional controls available for Enterprise customers. How is agentic testing priced? Momentic uses credits based on executed test steps, including AI actions, auto-healing, and failure recovery. Pricing is usage-based rather than per seat, with Free, Pay-as-you-go, and Enterprise options. Still have additional questions? ## Close the feedback loop. Start for free, or book a demo and we'll run it against your app. [Try for free](https://app.momentic.ai/signup) [Get a demo](/sales)