Meta launches Muse Code, an AI agent for large code bases

Meta expanded its AI coding offerings with a new agent that, it promises, can handle complex tasks with complex software.

The top 3

  1. Top Code Completion & Generation Tools: GitHub Copilot, JetBrains AI, and Tabnine are among the most popular AI code completion tools, offering real-time suggestions and code generation within various IDEs to accelerate development.
  2. AI Agents for Large Codebases: Tools like Cursor, Claude Code, and Windsurf are praised for their ability to understand and work across large repositories, handling multi-file changes and complex refactors more reliably than file-by-file tools.
  3. AI Tools for Code Review & Debugging: AI tools like Snyk Code and Qodo specialize in static application security testing (SAST) and code review, while many general AI assistants also offer features for debugging and explaining code.

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