Content by landon cox (2)

Landon Cox explains how GitHub instrumented GitHub Agentic Workflows to track LLM token usage in CI, then used automated “auditor” and “optimizer” workflows to reduce costs. The post covers token-usage logging, MCP tool pruning, replacing MCP calls with GitHub CLI steps, and an “Effective Tokens” metric to compare savings across models.

Landon Cox provides an in-depth look at the security model of GitHub Agentic Workflows, highlighting isolation strategies, secret management, and auditable execution of AI-driven automation using GitHub Copilot and Actions.