Mar 29, 2026 19 min readHow to Build a Coding Agent Benchmark with Claude's Agent SDK A step-by-step walkthrough of building a benchmarking framework for AI coding agents using the Claude Agent SDK, including architecture decisions, scoring strategies, and code examples. agent-sdkbenchmarkingclaude code