Code Quality is available on PRO and Enterprise plans.

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Overview

Codebase Learnings uses Axon LLM to create a Learning Map for each code file in a repository’s default branch. These maps provide concise context for code reviews and generation, reducing token usage and improving LLM focus. Maps update automatically on new commits.

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Features

  • Automated Map Generation: Axon LLM create structured Learning Maps
  • Dynamic Updates: Maps refresh on new commits to the file
  • Optimized Context: Concise maps reduce token usage for better LLM outputs
  • Structured Insights: Includes file metadata, patterns, guidelines, testing, logic, and improvements
  • Scalable: Handles large repos with Git integration

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Benefits

  • Faster, accurate code gen and reviews
  • Better code generation with relevant context
  • Lower cognitive load for developers
  • Consistent team standards
  • Proactive code quality suggestions

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Use Cases

  • Code reviews: Maps guide LLMs and developers
  • Code generation: Ensures adherence to project standards
  • Onboarding: Quick file context for new developers
  • Documentation: Service-level automated documentation, per file search
  • Refactoring: Guides improvements in quality and performance