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About

MEDHIRA

Engineering Intelligence Across Everything.

MEDHIRA builds tooling that gives developers and teams structural understanding of their own work — code, documents, recordings, the lot. We believe engineering intelligence belongs on your machine, not behind a vendor paywall.

Super-Brain is our flagship project. It exists because every AI coding assistant we tried shipped the same limitation: a fresh amnesia at the start of every session, billed by the token. We wanted something permanent, local, honest about what it knows, and fast enough to keep up with a fast-moving codebase.

Why we built Super-Brain

Three beliefs drove the design:

  1. Your code should never leave your machine unless you explicitly want it to. Most teams don't.
  2. Structure is more trustworthy than prose. An LLM explaining a call graph is guessing. A tree-sitter AST walking the same call graph is observing.
  3. Persistence beats recomputation. A graph built once is cheaper — and more correct — than an assistant reading the same files every conversation.

Super-Brain is our implementation of those three beliefs.

Principles we don't compromise on

  • Local by default. No account, no telemetry, no cloud dependency. An airplane-mode laptop runs Super-Brain end to end.
  • Deterministic ingestion. The graph is built by parsers, not by language models. You can diff it and trust the diff.
  • Open by default. Apache 2.0. No paid tier, no "enterprise edition", no telemetry ransom.
  • One command to integrate. Fourteen supported IDEs, fourteen one-line install commands.
  • Accurate docs. Every command example in these docs is verified against the shipping code. If we say it works, it works.

Get in touch

Contributing

Pull requests welcome. For anything non-trivial, open an issue first so we can align on approach.

Ways to help even without writing code:

  • File bugs with a small reproduction
  • Tell us which IDE integration we should add next
  • Share how Super-Brain fits into your workflow — we learn a lot from use cases we didn't anticipate

License

Super-Brain is released under the Apache License 2.0. See LICENSE for the full terms. In plain language: use it commercially, modify it, redistribute it, just keep the notice intact.

Thanks

Super-Brain stands on the shoulders of excellent open-source work. A partial list:

If you maintain one of these, thank you. Super-Brain wouldn't exist otherwise.

Made with care by MEDHIRA.