JJcoder
Open-source agentic coding assistant
JJcoder is a live open-source desktop app for building custom web apps through natural language interaction. Bring your own API key, choose your model, and preview results in real time without leaving the editor.

One place for building and previewing
Rather than switching between AI chat interfaces, code editors, and browser previews, JJcoder brings the full workflow into a single environment. Users describe what they want to build, the agent generates the code, and the result is immediately previewable within the app.
Creative and practical use cases
The product direction supports workflows such as:
- Rapid web app prototyping from natural language prompts
- Building and iterating on custom web applications
- In-app website preview without leaving the editor
- Custom model selection via OpenRouter for flexible AI backends
- Multi-project workspace management
- Full ownership of API costs through personal API keys
- Desktop releases for Windows, Linux, and MacOS
Simplified interaction
The concept is built around usability and coherence. The focus is not on overwhelming the user with controls. The focus is on making powerful agentic workflows easier to navigate, with a clean interface that gets out of the way and lets the AI do the heavy lifting.
Current stage
JJcoder is live as an open-source desktop app with releases available through GitHub. It supports Windows, Linux, and MacOS builds, and keeps the bring-your-own-key model so users stay in control of their API costs.