Momentic — AI for Software Development

As an engineering team, you likely spend significant time writing end-to-end tests, maintaining brittle CSS or XPath selectors, and dealing with flaky CI runs that block your pipeline. Momentic addresses this bottleneck by letting you describe test steps and assertions in plain English or YAML files. Its AI agent, Mo, can autonomously explore web and mobile applications, perform bug bashes, and file issues complete with reproduction steps, screenshots, and video recordings. When small user interface changes occur, Momentic's auto-healing capabilities adapt the tests to prevent false failures, reducing the maintenance burden on your developers and QA engineers. You can author tests locally from your terminal using the CLI, or drive the platform directly from your coding agent using the Model Context Protocol (MCP) server. Furthermore, you can wire Momentic into GitHub Actions, GitLab, or any CI provider to run your suite on every push. While the platform offers powerful automation, you must account for usage-based billing rules where test runs pause if you reach your plan's included dollar balance, meaning extensive debugging or heavy emulator usage requires close monitoring of your monthly consumption.