About SuperML

Learning first.
Backed by real open source products.

SuperML is built by an AI/ML architect who ships production systems — NL-to-SQL agents, agentic SDLC frameworks, ML for the JVM — and shares everything learned along the way. Every tutorial is backed by a real product you can use today.

Our Values

We believe in making production-grade AI accessible — not just demos, but real tools you can build with today.

  • 1

    Learning through Building

    Every tutorial on SuperML is grounded in a real product or system. We write about what we actually ship — NL-to-SQL agents, agentic SDLC, ML for the JVM — so you learn patterns that work in production.

  • 2

    Open Source First

    All four SuperML products are MIT licensed and free to use with attribution. We believe open source is how communities learn faster and build better software together.

  • 3

    Products Over Demos

    Turning ambitious ideas into usable products — not just demos. Everything we publish is something we use or have shipped in real environments.

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A home for applied AI/ML builders, open-source contributors, and learners building with agents, data, and software engineering systems.

Framework Discussions

Have questions about SuperML Java framework? Join our GitHub Discussions to ask questions, share projects, and collaborate with developers.