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Overview
Mentis combines an interactive coding environment and AI-assisted instruction. The supplied prototype stack includes Next.js, Tailwind, Monaco, a Python AI service, and a Go API. Earlier prototyping used Gemini 2.5 Flash Lite.
Architecture and work
The browser owns the editor; the application API and AI service provide the instruction path. Keeping their responsibilities distinct makes behavior easier to inspect.
Current state
Experimental. No production scale, measured learning-outcome result, or deployed integration is claimed.
Challenges and next steps
Editor state, latency, feedback quality, and execution behavior must cooperate. Documenting actual flows, evaluating instruction quality, and publishing examples remain useful next steps.
Artifacts
Verified source, demo, and editor screenshot links have not been supplied.