HelixML

Code Intelligence

Deep code understanding powered by Kodit. Semantic search, codebase navigation, and context-aware agent workflows.

Helix Code Intelligence, powered by our open source library Kodit, is a global code index. It gives both users and coding assistants an appreciation of external codebases. Agents can navigate enterprise architectures like experienced developers.

Why It Matters

Agents working without code intelligence waste tokens re-reading files, miss relevant context, and make changes that break downstream consumers. Kodit eliminates this by giving every agent the structural understanding it needs upfront.

Coding assistants repeatedly rewrite functionality that already exists in organizational libraries and even the same codebase. Code intelligence reduces duplication by surfacing reusable code.

In our experiments, code intelligence improves agentic coding performance on the SWE-bench benchmark by 20%.

How It Works

Helix Code Intelligence uses Kodit to build a structured representation of internal and external repositories. When an agent needs to write code, instead of guessing, it can search for relevant snippets, read API documentation and understand architecture. Kodit provides precise, context-aware responses to adopt and unify organisational patterns and prevent duplication. It prevents coding assistants reimplementing functionality that exists elsewhere in the codebase or the organisation.

Kodit is also useful for humans. Helix Code Intelligence provides a dynamic wiki, built from the underlying code, to give you greater understanding of a repository if you need to learn more.

Helix Code Intelligence has full integration with Helix and indexes your Projects and Repositories out-of-the-box.

Key Capabilities

  • Semantic and keyword code search - find code by intent and keywords
  • Global bash-like tools - org-wide ls and grep functionality
  • Cross-language support - indexing pipelines that work with your code and your documentation
  • External MCP access - give local IDEs the power of code intelligence
  • Automated wiki generation - unify repository documentation and keep it up to date
  • Internal & external - works with private or public repositories