How the open Model Context Protocol standardizes LLM-to-tool integration, handles sandboxed process isolation, and enables modular agent capabilities.

October 9, 2026 · 6 min read

An architectural analysis of unified memory bandwidth, 4-bit quantization benchmarks, and privacy-first local agent runtimes on modern workstations.

October 5, 2026 · 8 min read