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  1. slipstream slipstream Public

    Run a 35B MoE on a MacBook in ~2 GB of RAM: experts streamed from SSD, near-roofline Metal kernels, and a KV cache that reloads from disk instead of re-prefilling

    Swift

  2. gpu-kernel gpu-kernel Public

    Measurement-first toolkit for pushing local LLM inference on Apple M-series GPUs toward the hardware's actual limits.

    Python

  3. one-punch one-punch Public

    Spec-to-shipped pipeline for coding agents: intent capture, decision tickets, model-routed worker harness, artifact-verified completion

  4. evidence-kit evidence-kit Public

    Graded, source-mirrored research corpora for agents. Evidence strong enough to rest decisions on.

    Python

  5. outrigger outrigger Public

    Experiments in evidence-grounded machinery for long-horizon coding agents

    Python

  6. etl-compiler etl-compiler Public

    Spec-compiled ETL: profile the input, record every decision in an auditable spec, compile to deterministic Python. Bad rows quarantined and error-coded, never silently coerced.

    Python