hardware

Software developer working at a modern workstation, representing engineering teams using local AI models for code review, log triage, ticket drafting, and internal copilots.

Local Inference Practice with gguf

Explore practical local inference strategies in 2026, including gguf, q-levels, awq, gptq, fp8, and best practices for hardware and engine choices.

July 3, 2026 25 min read
Detailed close-up of microprocessors and RAM sticks on a motherboard, symbolizing OpenAI and Broadcom custom AI inference silicon for production workloads

AI Inference Silicon 2026: Chip Race Shift

Discover how inference silicon is reshaping AI deployment economics in 2026, emphasizing memory capacity, software ecosystem, and hardware choices for…

June 24, 2026 13 min read