The Building Blocks of GTM Orchestration — Arman Vaziri, Ramp
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AI Engineer
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AI Engineer
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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.
agent skill — A reusable instruction file that teaches an agent how to do one job well — the procedure, the tools, and what counts as done.
Why it matters
Modeling each 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 → run as a durable Temporal workflow with tool and model calls as activities makes long multi-step runs resumable instead of restart-from-scratch — and a user-definable agent skillA reusable instruction file that teaches an agent how to do one job well — the procedure, the tools, and what counts as done.Full definition → library is what got people to actually use it.
