Ollama is now powered by MLX on Apple Silicon, offering significantly improved performance for applications on macOS. This enhancement accelerates personal assistants like OpenClaw and coding agents such as Claude Code and OpenCode.

Hypura is a storage-tier-aware LLM inference scheduler designed for Apple Silicon, allowing users to run large models that exceed their Mac's memory. It optimally distributes model tensors across GPU, RAM, and NVMe storage based on access patterns and hardware capabilities to prevent system crashes.

NVIDIA PersonaPlex 7B enables full-duplex speech-to-speech communication on Apple Silicon, allowing simultaneous listening and speaking. The qwen3-asr-swift library processes audio in real-time, streaming generated audio chunks without a multi-step pipeline.

NanoClaw transitioned from using Apple Containers to Docker to better accommodate its growing user base and support production workloads. The shift reflects the project's evolution from a personal initiative to a widely adopted tool for businesses.