Qwen 3.8 27B is an exciting release, but still too large for common dev machines. But I can find interesting models to run locally.

The landscape of coding agents tooling is fragmented, and there are no definitive winners.

Testing local LLM inference speed on consumer hardware — prefill, decode, and KV cache impact across three devices and two models.