My Writings

Thoughts on product development, AI-native workflows and lessons from building real systems.

Apple M5 and the Future of Local LLM Inference

The M5 brings 4x TTFT improvements, hardware-gated safety, and 614 GB/s memory bandwidth to local AI. Here's what that means for developers building the next wave of autonomous tools.