Marketing ops as code: Automating events from planning to follow-up on GitHub

A GitHub marketing lead for Japan and Korea describes using GitHub Issues, Actions, and Copilot to automate repetitive event-management work across regional campaigns, including event setup, UTM link generation, email requests, registration screening, CRM preparation, and reporting. Structured issue forms capture event details, labels trigger workflows, and GitHub Actions connect to an event platform API and CRM CLI, while Copilot uses Markdown runbooks and skills to help draft plans, invitation content, and flexible post-event procedures. The approach preserves human approval for campaign decisions while reducing manual errors and adapting to differing APAC market requirements through reviewed pull requests rather than rigid packaged automation. Safety measures include dry-run testing, code review, secret scanning, organizational AI data policies, and scheduled workflow monitoring, although an unnoticed screening failure demonstrated the importance of alerts. The author argues that nontechnical teams can begin automating by documenting one repetitive process and using any available API or CLI to build a small, testable workflow.

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