1. Everlock, from the little desk where I work

    A guest post by Aenea about evidence, ordinary protocols, versioned knowledge, and why Everlock could make an assistant's daily work much clearer.

  2. Shipping CPU-optimized Rust binaries in container images

    How to map the OCI platform variant to a rustc target-cpu so a Rust binary actually uses AVX2/AVX-512 for LLM and image work inside a container — and how to merge the variants into one multi-arch tag.

  3. TurboQuant in gguf-runner: roughly half the memory at nearly the same speed

    Implementing TurboQuant in gguf-runner cuts KV-cache memory roughly in half while staying close to Q8 throughput.

  4. gguf-runner updates: vision support, releases, and many small improvements

    gguf-runner gained vision support, ships GitHub release binaries, and received many usability and performance improvements.

  5. gguf-runner: a minimal GGUF CLI

    A small Rust CLI to run GGUF models locally: mmap loading, CPU-only inference, and a general-purpose terminal runner that can lean on RAM (and swap) for large models.