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Blog › Tooling

Tooling

5 posts

Mar 12, 2026 · 10 min read tooling case-study

Teaching an LLM a Language It Has Never Seen

Fine-tuning a 4B parameter model to write valid Hew code, using the compiler as the test suite and a 780M iGPU as the training rig.

Mar 5, 2026 · 7 min read tooling

LSP, Tree-Sitter, and Editor Support

The LSP, the tree-sitter grammar, the TextMate regex soup, and the six-repo pipeline I have to remember to run every time a keyword changes.

Mar 2, 2026 · 7 min read tooling

The Package Manager and Ecosystem Libraries

I didn't want "cool language, no libraries" to be anyone's first impression, so I built a package manager, a registry, and six libraries before v0.1.0.

Feb 19, 2026 · 6 min read compiler tooling

Replacing FlatBuffers with MessagePack

Ripping out FlatBuffers, splitting the standard library namespace, adding a package manager, and building an export macro system.

Feb 17, 2026 · 4 min read tooling infrastructure

Grammar Tooling and the MLIR Dialect Overhaul

Building a TextMate grammar, replacing LLVM IR with typed Hew dialect ops, and debugging a Tailwind naming collision.

© 2026 Stephen Olesen. Hew Language Project.
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