The mabl blog: Testing in DevOps

mabl's Agentic Teammate is Ready to Work with You

Written by Abbey Charles | Oct 22, 2025 1:00:01 PM

We've all felt the incredible speed of modern software development: AI assistants are helping us write code faster than ever before, but this velocity creates a huge problem for quality assurance. Our amazing QA teams are often left struggling to keep up, bogged down in complex frameworks and manual testing. Speed is great, but not at the expense of a great user experience.

Here at mabl, we've been working tirelessly to solve this challenge. Today, we're excited to announce the launch of powerful new agentic testing capabilities, representing a massive step forward in building an agentic testing teammate. Our goal is simple: drastically minimize the testing toil, accelerate your delivery, and dramatically improve the quality of every release.

What Makes mabl’s Teammate Unique?

This isn't just another general-purpose AI model we've shoehorned into testing. We built our agentic testing teammate to become an indispensable part of your team, working alongside the humans who have their own indispensable knowledge.

The secret is in how the teammate learns. It builds deep, specialized knowledge about your application over time, using that context to make the entire testing process—and your human team—more effective. It works right alongside you, powered by some core innovations:

  • AI Vectorization & Test Semantic Search: This provides a deep understanding of your application's brain, moving beyond simple keyword matching to actually grasp the intent and function of every test and feature.
  • MCP Server Enhancements: The MCP server is the central nervous system of our agentic capabilities. It enables functions like Test Impact Analysis and delivers intelligent failure recommendations right to a developer’s IDE.
  • Test Creation Agent Enhancements: We’ve made huge boosts to the mabl's performance and quality, enabling it to autonomously generate highly effective and reliable test coverage for new features with greater speed and accuracy.

We've already seen amazing results! Arkadii Koval, Senior SDET at JetBlue, shared that leveraging our agentic features has cut their manual effort per release from "days down to minutes." That's exactly the kind of time-saving impact we want to deliver, letting teams focus on building amazing customer features instead of toiling away on manual verification.

Eliminating Friction for Every Role

The best part about the agentic testing teammate is its ability to smooth out points of friction across your entire software team. We've tailored its capabilities to address three essential organizational workflows:

  • Elevating the Developer Flow State: If you’re a developer, you want to stay focused. Our agent helps you do that by performing Test Impact Analysis to instantly pinpoint which tests are relevant to your code change. If a defect does pop up, mabl injects summarized results and actionable recommendations directly into your IDE. Less context-switching means more time in that glorious "flow state."
  • Accelerating QA Strategy and Velocity: For our QA superheroes, mabl acts as your tireless collaborator. It quickly identifies and fills coverage gaps and handles initial test failure triage. This means you can move beyond basic test observations and dedicate your brilliant human minds to strategic quality initiatives.
  • Informing Strategy for Development Leaders: If you’re leading the team, you need the big picture. mabl makes it easy to analyze test coverage by application domain or user flow. mabl aggregates failure data to generate systemic insights that you can connect to your external dashboards for easy leadership review.

Join Us in the Future of Quality

We debuted these latest updates at our 6th annual user conference, mabl Experience, and it was a year of incredible highlights! We’ve seen an astounding 10x increase in agentic testing adoption, a trend that confirms we're on the right track. The conference, which featured incredible speakers from companies like Red Hat, ADP, Priceline, and Barracuda, was all about how human expertise and digital collaboration are transforming software quality.

Our Agentic Teammate is ready to complement your team’s skills, providing reliable quality assurance across your web, mobile, and API testing. If you're ready to learn how we can transform your software development lifecycle and help you ship faster and with more confidence, check out a demo!