Blog

All the articles I've written.

• Serving the Agentic Inference Era — Optimization Strategy (Slides)

  18 Jul, 2026

  Slide deck on optimizing LLM inference for the agentic era: quantization, KV cache, batching, and bandwidth-bound decoding.

• I Ran vLLM on a Mac Mini With No GPU — Here's Everything I Learned About Inference

  18 Jul, 2026

  A complete, beginner-friendly guide to vLLM: what inference actually is, how to build vLLM from source on an Apple Silicon Mac with no GPU, every command explained, the three errors I hit and fixed, the flags that matter, and real throughput numbers from my living room.

• OpenCode Doesn't Have an Auto Mode. So I Built One with vLLM Semantic Router

  9 Jul, 2026

  Cursor picks the right model for you automatically. OpenCode doesn't - yet. Here's a complete, production-shaped guide to adding intelligent auto model selection to OpenCode (or any OpenAI-compatible agent) using vLLM Semantic Router and AgentGateway.

• I Almost Built a Grafana Stack—Then AgentGateway Shipped Everything I Needed.

  2 Jul, 2026

  I Almost Built a Grafana Stack—Then AgentGateway Shipped Everything I Needed.