SMRTR ProgrammingMay 7, 2026GitHub Blog

Improving token efficiency in GitHub Agentic Workflows

SMRTR summary

GitHub reduced token costs by 19–62% across five production workflows by adding API observability, pruning unused MCP tools, swapping MCP data calls for direct CLI calls, and adding pre-agentic setup steps.

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