latent-k – persistent dependency map for AI coding assistants

Summary: latent-k maintains a persistent dependency map of your codebase that is automatically injected as context to AI coding assistants, reducing token usage and improving efficiency. It tracks imports, exports, and callers, syncing changes and supporting multiple languages.

What it does

latent-k auto-syncs dependency maps when files change and provides an MCP server for on-demand queries, supporting JS/TS, Python, Go, Rust, Java, PHP, Ruby, C#, and C/C++.

Who it's for

It is designed for developers using AI coding assistants like Claude Code and Gemini CLI who want to reduce redundant context exploration.

Why it matters

It minimizes wasted tokens by giving AI assistants a structured map of the codebase, speeding up code understanding across sessions.