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for code analysis, you could try a small app called Atlarix, it turns workspaces into diagrams for your assistance & for the ai to use as RAG

It doesnt store chat sessions and everything is done locally, also it allows you to switch models mid chat as easily as possible

https://www.atlarix.dev/


Well im not too sure about MCPs

But i did build an app that could give you unlimited private browser searching if you have docker, its called Atlarix

https://www.atlarix.dev/

Feel free to try it out, if you have the backend docker setup, you can web search using the ai, for unlimited & free also its private so no data is stored at all


Hi HN, I’m Amariah, the creator of Atlarix.

I built Atlarix because I wanted the agentic power of tools like Lovable/Windsurf but without the cloud lock-in or privacy trade-offs. I wanted an AI that actually lives on my machine, understands my local dev environment, and lets me control the models I use.

What makes it different:

Native & Local-First: It’s a standalone desktop app (Electron + Rust/Node), not a VS Code extension. It has direct control over your terminal, file system, and browser to run agentic loops (scaffold -> run -> debug -> fix). BYOK (Bring Your Own Keys): Complete sovereignty. Use OpenRouter or run local models via Ollama/LM Studio completely offline. "Lovable-style" Live Previews: It spins up dev servers (Vite, Next.js, Python, Go) and gives you a live, interactive preview and a diagram that the AI can see and debug in real-time. Agentic Workflow: It doesn't just write code; it runs commands, reads build errors from the terminal, and auto-fixes issues without you copy-pasting stack traces. Tech Stack:

Frontend: React, Tailwind, Framer Motion Backend: Electron (Main Process), SQLite (Local Vector DB for RAG) Agent: TypeScript-based agentic loop with tool use (57+ tools for file ops, searching, terminal control) It’s currently v1.0. Would love to hear your feedback on the agentic workflow vs. standard chat assistants!


Hey HN, I just released v0.6.1 of `commit-checker`, a terminal tool to:

Track GitHub commit streaks across local repos Save “Today I Learned” entries Unlock ASCII levels & gamified achievements Analyze commit trends and languages

No GitHub token needed. Works offline. Cross-platform. Install with: curl -s https://raw.githubusercontent.com/AmariahAK/commit-checker/m... | bash

New in v0.6.1: – Clean uninstall now fully nukes everything – Smarter wizard validation – Fixed duplicate repo bugs – Better path detection – Full feature parity with curl install

2-min setup demo: https://youtu.be/1b3yN4mYpGY

GitHub: https://github.com/AmariahAK/commit-checker Would love feedback or collab ideas!


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