SuperCompress
Query-aware prompt compression that cuts LLM input tokens by roughly 60% before inference.

Write self-healing E2E, visual, and API tests in plain English.
Momentic is a compelling middle ground for teams that want AI to speed up test authoring but still want to own their suite. Natural-language tests, self-healing, and an exploratory agent that finds flows are real productivity wins, and the free tier lets you try it. Two honest caveats: paid pricing beyond the free tier is largely quote-based (with reports of plans starting around $300/month), and AI-generated tests still need human review to ensure they actually assert the right things. A good pick for engineering teams comfortable with a self-service platform.
Momentic is an AI-native test automation platform for end-to-end, visual, API, and accessibility testing. Engineers write tests in natural language, tests self-heal when the UI changes, and an autonomous agent can explore the app to build new tests. A Y Combinator company, Momentic is a self-service platform that helps teams accelerate test authoring and reduce flakiness while keeping control of their own suite.
Momentic (momentic.ai) is an AI-native test automation platform, part of Y Combinator's Winter 2024 batch, that lets engineers write end-to-end, visual, API, and accessibility tests using natural language rather than brittle selectors. Its low-code editor makes it approachable for any engineer, and tests self-heal when the UI changes, cutting the maintenance burden that plagues traditional automation. An autonomous agent can also explore your application to identify key user flows and build new tests automatically. Momentic is a self-service platform product rather than a managed service, which distinguishes it from QA Wolf. Teams adopt it to accelerate test creation and reduce flakiness, keeping control of their own suite while leaning on AI for authoring and maintenance. The company reports large scale in test execution and bug detection across its customer base. Momentic has raised around $19 million across pre-seed, seed, and a Series A led by Standard Capital, with backers including Dropbox Ventures and General Catalyst. It competes with QA Wolf, Ranger, and traditional frameworks like Playwright and Cypress. Its strengths are natural-language authoring, self-healing, and the exploratory agent. The main considerations are that advanced pricing is quote-based and that AI-authored tests still need human review for correctness and coverage.
Momentic is an AI-native, self-service test automation platform for end-to-end, visual, API, and accessibility testing. Tests are written in natural language, self-heal when the UI changes, and an autonomous agent can generate new tests. A Y Combinator company, it has raised around $19 million led by Standard Capital. It offers a free tier with largely quote-based paid plans and suits engineering teams that want AI-assisted authoring while owning their suite.
Momentic is a Y Combinator Winter 2024 company building an AI-native test automation platform. It has raised approximately $19 million across a pre-seed from YC, a seed led by FundersClub, and a Series A led by Standard Capital, with investors including Dropbox Ventures and General Catalyst.
The company reports significant scale, citing billions of test steps executed and hundreds of thousands of bugs caught per month across its customers, positioning itself as a fast-growing player in AI testing.
Momentic provides a low-code editor for authoring end-to-end, visual, API, and accessibility tests in natural language. Self-healing keeps tests stable when the UI changes, and an autonomous agent can explore an app to discover flows and build new tests automatically.
As a self-service platform, it integrates into CI/CD and keeps teams in control of their own suite, differentiating it from managed QA services. Deployment is cloud-based rather than self-hosted.
Engineering and QA teams at startups and growth-stage companies that want AI-assisted test authoring and self-healing while retaining ownership of their test suite.
Engineers and QA specialists who author and run the tests day to day.
Engineering managers, QA leads, and technical founders choosing a testing platform.
Developers frustrated with flaky Playwright or Cypress suites and DevOps leads focused on release quality.
A technical team that wants to accelerate test creation with AI and reduce maintenance while keeping full control of a self-service suite.
Approximately $19 million raised across a YC pre-seed, a seed led by FundersClub, and a $15 million Series A led by Standard Capital, with investors including Dropbox Ventures and General Catalyst.
You author tests in natural language using a low-code editor, so any engineer can create end-to-end, visual, or API tests without deep framework expertise.
When your app's UI changes, Momentic can automatically adjust how tests locate elements so they keep passing instead of breaking on minor changes.
No. Momentic is a self-service platform, so your team writes and owns the tests, with AI assisting authoring and maintenance. This differs from managed services like QA Wolf.
Yes. Momentic offers a free tier to get started, with paid plans that are largely quote-based for higher usage.
Momentic is a Y Combinator company that has raised around $19 million, with investors including Standard Capital, Dropbox Ventures, and General Catalyst.
Side-by-side pages for pricing, features, and best-fit use cases.
Query-aware prompt compression that cuts LLM input tokens by roughly 60% before inference.
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