Notes and projects.https://mbicz.com/https://mbicz.com/posts/2026/local-inference-hardware-september-2026/https://mbicz.com/posts/2026/local-inference-hardware-september-2026/A reproducible decision procedure that turns documented quality, measured throughput, wall power, and dated price into intelligence per dollar and per kilowatt.Fri, 11 Sep 2026 00:00:00 GMTinferencehardwaremodelshttps://mbicz.com/posts/2026/what-limits-local-llm-inference/https://mbicz.com/posts/2026/what-limits-local-llm-inference/A reproducible model of checkpoint size, KV cache, memory tiers, arithmetic intensity, and runtime support.Fri, 11 Sep 2026 00:00:00 GMTinferencehardwarequantizationhttps://mbicz.com/posts/2026/why-this-site-exists/https://mbicz.com/posts/2026/why-this-site-exists/A place to keep notes on systems, experiments, and small projects.Sat, 05 Sep 2026 00:00:00 GMTsite