Jam is an AI-powered debugging assistant designed to streamline the bug-fixing process for developers. With a user base of over 25000 Jam offers a free Chrome extension that seamlessly integrates with the user’s bug reporting workflow. By analyzing bug reports Jam provides AI-driven diagnosis and suggestions for code fixes. The adaptive AI model continuously learns and improves delivering more accurate fix suggestions based on learning algorithms and user interactions. Jam prioritizes codebase privacy and offers secure code review throughout the debugging process. In addition to automated source code analysis Jam provides personalized recommendations for resolving specific bugs. For instance it may recommend adding a unique key prop for a React element or adjusting queries to retrieve user-specific data using the provided ID. Jam collects various user data including browser/OS information console logs user actions network logs and Github repositories. By leveraging Jam teams can benefit from AI insights and facilitate cross-team collaboration. Ultimately Jam empowers developers to debug more efficiently by offering tailored solutions and AI-driven support ultimately saving time and enhancing the overall debugging experience.