atefataya

Depwire gives AI coding assistants (Cursor, Claude Desktop, Verdent AI, Gemini Antigravity, any MCP client) a complete dependency graph of your codebase instead of making them scan files blindly. One command starts an MCP server with 15 tools the AI calls autonomously. What's new since the last post:

Cloud dashboard live at app.depwire.dev — connect any GitHub repo, get instant arc diagram, health score, and dead code detection in the browser 15 MCP tools (was 5) 6 languages: TypeScript, JavaScript, Python, Go, Rust, C Architecture health score (0-100) with letter grades per dimension Dead code detection with High/Medium/Low confidence scoring Temporal graph — scrub through your codebase evolution over git history GitHub Action — posts dependency impact report on every PR

CLI is free and open source. Cloud has a free tier (1 public repo) and Pro at $19/month for unlimited repos + private repo support. GitHub: github.com/depwire/depwire Cloud: app.depwire.dev npm: npmjs.com/package/depwire-cli

Most AI coding tools only see the files you paste into the chat. They have no idea how your codebase is connected, what depends on what, what breaks if you change something.

Depwire gives them the full picture. It parses your entire repo, builds a dependency graph, and serves it to Claude Desktop, Cursor, or VS Code through MCP. So instead of guessing at imports or missing call sites, the AI knows the actual architecture.

Practical difference: I ask "what breaks if I rename Router?" and get the exact answer: 25 files, broken down by direct dependencies and downstream consumers. Without Depwire, the AI would guess and probably miss half of them.

It also saves tokens. Instead of the AI scanning random files trying to understand your project, it queries the graph directly. Faster responses, lower cost, better code.

To sumup: it gives AI tools full repository context, not just a single file, a complete dependency map of your codebase, so they write better code, faster, with fewer tokens, and stop breaking things they can't see.

Nice, we're clearly scratching the same itch from different angles. Pando executes deterministic refactors, Depwire (mine) :) maps the full dependency graph and serves it to AI tools via MCP. Yours is the hands, mine is the eyes. Would be interesting to see them work together. Good luck with the launch!

Ha, great timing! Just checked out pando, interesting approach with CAD for code. Good luck with the launch!