Let GPT-5 analyze your entire project context.
The ultimate Python GUI that automates context extraction, connects to LLMs, and executes code in a Secure Sandbox.
We're told to build. We're actually stuck fixing. 80/20 is a trap.
Manual context switching is a drain on your cognitive resources.
Understanding legacy code feels like an archaeological dig in a restricted zone.
Copy code. Paste to Chatbot. Copy solution. Paste to IDE. Fail. Repeat.
Recursively scans your folder structure. Builds a semantic map of your project. Ignores `.git`, `node_modules` and binary files automatically.
A lightweight LLM (GPT-4o-mini) acts as a pre-filter. It selects only the relevant files for the query to minimize token usage and latency.
Isolated Python subprocess. Captures stdout/stderr in real-time. If an error occurs, the output is fed back into the Brain for auto-correction.
Throw DMC at a 5-year-old codebase. It maps dependencies and proposes a modernization strategy without breaking the build.
Don't write boilerplate tests. DMC reads your function signatures and generates comprehensive unit tests (PyTest/Jest) automatically.
Turn spaghetti code into clear Markdown documentation. DMC understands the "why" behind the code, not just the "how".
We don't just "guess". We extract, reason, and verify using a multi-agent system.
Extracts symbols, classes, and imports locally.
Maps relationship between modules.
GPT-4/5 plans the refactor strategy.
Runs code in isolated sub-process.
Built for performance and reliability.
Your proprietary code is your most valuable asset. DMC employs a "Least Privilege" strategy.
Your full codebase is indexed locally. Only necessary context snippets are sent.
Generated code runs in a restricted subprocess with no network access.
Connect with elite engineers building the next generation of autonomous coding agents.
Full Python support, Sandbox isolation, GPT-4o integration.
Expansion to TypeScript, Rust, and Go context extraction.
Collaborative agents working on different parts of the repo simultaneously.