Momentic, a quality platform for engineers and agents, today announced a major platform update that rethinks software verification for the AI era. As AI coding tools enable teams to ship more code than ever before, traditional validation methods have not kept pace, leading to bugs reaching production faster than teams can catch them. The new agentic quality platform aims to scale coverage as AI accelerates code to production.
The platform’s agents run on a shared product knowledge base and include an Explore Agent that automatically expands test coverage, a Failure Classification Agent that categorizes failures and opens pull requests to heal non-bugs, and an intent-based test format readable by both humans and AI. Early beta results show the agents analyzing over 70,000 test failures, opening 400 pull requests, writing 600 tests with a 73% merge rate, executing more than 2 billion steps, and verifying over 80,000 PRs.
“AI coding tools have made it possible for teams of all sizes to ship more code than ever before, but how that code gets validated has not kept up,” said the company in the announcement. “The result is bugs reaching production faster than teams can catch them, and engineering teams stuck firefighting hotfixes instead of shipping.”
Momentic’s solution provides comprehensive cross-platform support for web, Android, and iOS applications. Companies like Notion, Xero, Bilt, Webflow, and SPS Commerce use Momentic to prevent incidents from reaching customers as the volume of code produced scales exponentially with AI. The platform helps organizations ship fewer bugs to production and eliminate the engineering time lost to test maintenance.
Founded in late 2023, Momentic is backed by Standard Capital, Y Combinator, FCVC, Transpose Platform, Dropbox Ventures, and Karman Ventures. The company is headquartered in San Francisco, California. For more information, visit momentic.ai.
The announcement highlights the growing need for automated quality assurance as AI-generated code becomes more prevalent. By leveraging agentic AI to handle test expansion and failure classification, Momentic aims to reduce the burden on engineering teams and improve software reliability.


