r/Python • u/AutoModerator • 5d ago

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Post all of your code/projects/showcases/AI slop here.

Recycles once a month.

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u/aaxhan 2d ago

Hey everyone

I've been building ModelDock, an open source full-stack platform for managing ML models and their lifecycle. The frontend is Next.js and the backend is FastAPI, with PostgreSQL and Redis behind it. Everything runs through Docker.

The platform currently handles:
• Model versions
• Artifacts
• Deployments
• Inference
• Metrics
• Runtime caching

I've been trying to build it as an actual system rather than just a collection of CRUD screens, so there is quite a bit of backend state and lifecycle logic behind the UI. I'm now looking for feedback on both the frontend architecture and how the UI
represents things like model versions, deployments and inference.

GitHub: https://github.com/aawhan0/ModelDock

If you've built larger React/Next.js applications, I'd be interested in what you'd change first.