Things I've
built.

Upstream contributions.

Merged work in machine learning systems, database internals, and developer tooling. Mostly performance and correctness on Apple silicon and in distributed runtimes.

• MLX

  Apple’s array framework for Apple silicon 11 merged

  Added mx.searchsorted as a new public operation, implemented as a native primitive with hand-written CPU, Metal, and CUDA kernels. The binary search runs through the same comparator sort uses, so ordering, including where NaNs land, stays consistent across all three backends. Also hardened multi-node distributed execution across both the ring and JACCL backends: a hang when a peer disconnects, an out-of-bounds read reaching ibv_reg_mr as a protection domain, an uninitialized GID handed to the queue pair, an errno dropped at the one point it was known, a ring transfer that could not carry a payload of 2 GiB or more, a malformed JACCL hostfile taken at face value, and a macOS SDK version compared as a string rather than a version.

• DuckDB

  In-process analytical SQL database 1 merged

  Fixed a hash join regression where dictionary emission changed a chain field from a pointer to an index, breaking the existing dead-end sentinel.

• mlx-lm

  Language model tooling for MLX 1 merged

  Server fixes for running language models on MLX, including keeping message.content present on a non-streaming chat completion.

• Cloudflare workers-sdk

  Home of the Wrangler CLI 1 merged

  Fixed compound SQL statement parsing so a statement closes correctly when its terminating END is lowercase.

• Apple password-manager-resources

  Password rules and quirks 1 merged

  Made the converter reject character classes it cannot represent instead of silently emitting a rule that means something different.

3 open pull requests in flight across Core ML Tools, DuckDB, and llama.cpp.