Mitchell's Log

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

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Showing 5 of 5 posts.

  1. REALM Combined Loop: Multi-Size Results Toward Context Compiler

    Combined Read + Edit/Analyze experiment showing strong multi-size token behavior for the context compiler path.

    realm ctxc context-compiler slm gemma3-1b local-inference experiments ai

  2. 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 writing

  3. 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

  4. Context Curation: Preliminary REALM Tests

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

    realm experiments context-curation ai

  5. 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