Momentic Launches the First Agentic Quality Platform as AI Continues to Scale Code Output

New platform capabilities autonomously build, maintain, and triage tests at the speed AI generates code, ensuring quality remains a first-class citizen throughout the software development lifecycle.
SAN FRANCISCO, CA - JUNE 23, 2026 -  4 min read
Key Takeaways
  • Momentic launches a major platform update that rethinks software verification for the AI era by delivering an agentic quality platform that scales 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 PRs to heal non-bugs, and an intent-based test format readable by humans and AI.
  • Early beta results show the agents analyze over 70,000 test failures, open 400 pull requests, write 600 tests with a 73% merge rate, execute more than 2 billion steps, and verify over 80,000 PRs.

Momentic, the quality platform for engineers and agents, today launched a major platform update that rethinks software verification for the AI era. 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. The result is bugs reaching production faster than teams can catch them, and engineering teams stuck firefighting hotfixes instead of shipping.

QA functions are being cut across the industry even as AI accelerates the volume of code shipping to production, leaving engineering teams expected to scale coverage without scaling headcount. Agentic verification is emerging as the critical answer, and Momentic's latest update is built exactly for that world.

"The constraint on shipping velocity used to be how fast developers could write code; but AI has changed that to be about how fast teams can verify it," said Wei-Wei Wu, Co-founder and CEO of Momentic. “Our vision for Momentic is a platform that allows engineering teams to scale coverage automatically, an always-on agent that knows your product inside out, and learns from every commit. Momentic gives teams the confidence to ship fast, and ship safely."

An Agentic Quality Platform That Understands Your Product Better Than Your Best QA

Every Momentic agent -- whether building new tests, classifying failures, or healing broken ones -- runs on a shared knowledge base of how your product actually works. Teams can define terminology, critical flows, and common failure patterns; Momentic maps every user journey and keeps that understanding current as the product evolves. It ingests Jira tickets, GitHub, support docs, Slack, and connects with other internal tools, so the system always knows what's changing, what's breaking, and whether a failure is a real bug or from an intended change. The result is a system that gets smarter the more you use it. 

Key Capabilities in This Release:

  • Test Coverage That Grows With Your Product
    Most teams share the same problem: coverage gaps that widen every sprint because writing new tests doesn't scale with the speed of shipping. Momentic’s Explore Agent closes that gap automatically. It monitors pull requests, reads diffs and codebase context, identifies which flows lack coverage, and proposes new tests or updates existing ones, without any manual authoring.

  • Failure Classification and Healing: From Noise to Signal
    Flaky tests and noisy CI pipelines are one of the biggest drains on engineering time, and one of the main reasons teams stop trusting their test suites. Momentic's Failure Classification Agent automatically categorizes every failure: real bug, intended application change, test setup issue, or transient error. When a failure isn't a real bug, Momentic proposes a fix and opens a PR. When it is, the team gets a high-signal alert with full context on exactly what broke and why.

  • The Spec Is the Test
    Legacy test frameworks produce artifacts that only the engineer who wrote them can understand. Momentic's new test format is intent-based and readable by both humans and AI agents. Engineers describe what they want to test in plain English; Momentic executes it live against a browser or emulator.. AI agents can parse, build, and modify tests more effectively, making the entire development loop faster and more autonomous.

Early Results

Momentic’s customers are already seeing the benefits of its release with measurable impact. In a few weeks of beta access alone, Momentic's agents analyzed over 70,000 test failures, opened 400 pull requests, and wrote 600 tests with a 73% merge rate. In total, customers have executed more than 2 billion steps on the platform and verified over 80,000 PRs: proof that agentic verification doesn't just keep up with the AI coding tools, it actually gives engineers the confidence to ship more with them, faster. 

For more information about Momentic's availability and pricing, visit momentic.ai/pricing.

About Momentic
Momentic, Inc. is the agentic quality platform for engineers and agents. 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. Momentic helps organizations ship fewer bugs to production and eliminate the engineering time lost to test maintenance. The solution provides comprehensive cross-platform support for web, Android, and iOS applications. 

Momentic was founded in late 2023 and 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.

SOURCE: Momentic

Key Takeaways
  • Momentic launches a major platform update that rethinks software verification for the AI era by delivering an agentic quality platform that scales 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 PRs to heal non-bugs, and an intent-based test format readable by humans and AI.
  • Early beta results show the agents analyze over 70,000 test failures, open 400 pull requests, write 600 tests with a 73% merge rate, execute more than 2 billion steps, and verify over 80,000 PRs.
Contacts
press@momentic.ai