Mitchell's Log

A working notebook for software projects, experiments, and things worth writing down.

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  1. Context Compiling: ctxc and vectorless builds

    I’m building a ‘context compiler’ that walks large docs like a book and emits a tight, testable context packet—without embeddings—so even tiny models can rel...

    context ctxc realm rag compilers rust writing

  2. REALM Continuation: Local SLM Evaluation with gemma3:1b

    Continuation experiment evaluating gemma3:1b as a local SLM for REALM context curation.

    realm slm gemma3-1b local-inference experiments ai context-curation

  3. Context Curation: Preliminary REALM Tests

    First experiment write-up validating baseline navigation behavior and context scaling.

    realm experiments context-curation ai

  4. REALM: Read Edit/Analyze Loop Monitor

    A modular architecture that curates context from large documents at low cost, with a path to small on-device models.

    realm architecture context-curation local-first ai