Marketing ops as code: Automating events from planning to follow-up on GitHub
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Tomoko Tanaka
Author
Tomoko Tanaka
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Terms in this piece · Glossary
AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
Why it matters
Demonstrates spec-driven AI agentAn AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.Full definition → automation applied to a non-coding operational pipeline, a reusable pattern for delegating repetitive, error-prone multi-step workflows to a coding agent instead of scripting each step by hand.
