Tribal Dungeons of Global Shipping: AI Agents at Global Scale — Dmitry Buykin, Maersk
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AI Engineer
Author
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.
agentic loop — The cycle an agent runs in: decide, call a tool, read the result, decide again — repeating until the goal is met or a stop condition fires.
Why it matters
The agentic loopThe cycle an agent runs in: decide, call a tool, read the result, decide again — repeating until the goal is met or a stop condition fires.Full definition → is not the system; the refining loop is. Maersk's ratio — procedure corpus twenty times the runtime, accuracy earned through 100k+ corrections — reframes where engineering effort belongs on enterprise 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 → projects.
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