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Notes on infrastructure, reliability, platforms and engineering leadership, from someone who has been on both sides of the pager.

Performance

Squeezing vLLM on AMD Strix Halo: 2.3× llama.cpp under load

vLLM on the Strix Halo iGPU, measured against llama.cpp with the same 35B model: 2.1× faster per token with graphs, 2.3× the throughput with 16 concurrent requests, startup from 9 minutes to 97 seconds, and the one case where llama.cpp still wins.

October 21, 2026
Projects

Memory that earns its place: mnemo, long-term memory for my agents

October 20, 2026
Projects

Metrics forever in half the disk: Google-style monitoring for my homelab

October 20, 2026
Performance

3.5 GB of dead prompts: what an LLM gateway really costs

September 27, 2026
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