I’m Done Watching Agents Pretend to Understand Repos, Here’s the Fix

Understanding a codebase for agents is a search problem pretending to be reasoning.

A good engineer carries a mental map: ownership, hotspots, dependency boundaries, historical decisions, dead paths, common failure zones, and the pieces that tend to change together.

Coding agents need the same codebase intelligence layer.

That is the interesting idea behind Repowise (no affliation, several useful ideas here to illustrate the way forward)

Repowise indexes a repository once, builds a graph and analysis layer around it, and exposes that intelligence through a CLI, a local dashboard, and Model Context Protocol tools for agents like Claude Code, Codex, Cursor, Cline, and other MCP-compatible clients.

The project positions itself as “the codebase intelligence layer for your AI coding agent.” That sounds like marketing until you look at the design.

Under the hood, it combines graph, git, risk, decisions, docs etc.