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Use this when you know the topic you need: Claude Code, MCP, evals, RAG, agents, product, coding, prompting, foundations, or model internals.

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How GitHub makes AI coding more cost efficient

Coding agent evaluation guide · GitHub · Intermediate to advanced

You want GitHub's September 2, 2026 evidence for measuring coding-agent efficiency across the whole task, including selective output compression, preserving useful context, benchmark regressions, and controlled production experiments.

github copilot, coding agents, context engineering, evals, cost optimization