AI DEEP

AI DEEP

AI DEEP is a tool designed to help teams answer complex questions on large and messy codebases. It significantly reduces the time required to onboard new engineers, cutting it down from months to days, and enables teams to ship code faster and more efficiently. The tool can be integrated into various platforms, including Slack and GitHub Copilot.

Benefits

AI DEEP offers several key advantages for engineering teams:

• Faster Onboarding: Reduces the time needed to onboard new engineers from months to days.
• Improved Efficiency: Helps teams ship code faster and more efficiently.
• Deep Code Understanding: Provides deep knowledge of complex codebases, allowing engineers to answer high-level questions about architecture and pinpoint entry points for new features.
• Eliminates Manual Tasks: Removes the need for manual tagging or summarization of files.
• Supports Multiple Languages: Works with a wide range of programming languages, including Python, Java, Go, C++, TypeScript, JavaScript, Ruby, PHP, Swift, Scala, Rust, and more.

Use Cases

AI DEEP is particularly useful in the following scenarios:

• Onboarding New Engineers: Helps new team members quickly understand complex codebases.
• Architectural Questions: Answers high-level questions about code architecture.
• Feature Development: Pinpoints entry points for new features in large codebases.
• Code Maintenance: Ensures that responses are always up-to-date with the latest commit, making it efficient even for large codebases.

Vibes

Users have praised AI DEEP for its impressive product experience and smooth onboarding process. One user mentioned that onboarding new engineers now takes days instead of months, thanks to AI DEEP.

Additional Information

AI DEEP is working on improving its overall knowledge graph to capture how different components interact and impact each other. They are also developing Research Mode, which will take a few minutes to produce high-quality responses, ideal for generating comprehensive outputs like architecture diagrams and detailed explanations. AI DEEP currently supports GitLab and Bitbucket, but these features are not self-serve and are only available in their enterprise offering. They plan to add support for more code hosts in the future.