Infrastructure

Inference, serving, evals, and the infrastructure layer underneath AI-powered products.

InfrastructureJul 13, 20267 min read

Vercel AI Gateway's 8-Model Week: Sonnet 4.6 to Opus 4.7

In one week, Vercel's AI Gateway added Claude Sonnet 4.6, Opus 4.7, Kimi K2.6, GPT-5.5, GPT-5.4 Mini/Nano, GPT Image 2, Responses API, and team ZDR.

InfrastructureJul 13, 20266 min read

AMD ROCm Skills Were Zero on skills.sh. NVIDIA Had 428

One developer counted 428+ agent skills for NVIDIA on skills.sh and zero for AMD ROCm, then built the first open-source pack of 10 — plus a multi-GPU trick.

InfrastructureJul 13, 20266 min read

How to Monetize an MCP Server With x402 Micropayments

A developer turned the useless HTTP 402 status code into a working pay-per-call system for an MCP tool server, using USDC on Base instead of subscriptions.

InfrastructureJul 13, 20266 min read

How to Give AI Agents Live GPU Metrics on OKE, No Prometheus

Your AI coding agent can read logs and pod status on Oracle Kubernetes Engine, but GPU utilization stays invisible. Here's how to fix that without Prometheus.