◈AI Codex
Agents & Orchestration◆ ClaudeCTOsDevelopers

Orchestration

The coordination layer that decides what to do next in an AI workflow — which agent runs, which tool gets called, in what order, and how outputs from one step feed into the next. Think of it like a project manager for AI tasks: it doesn't do the work itself, but makes sure the right work happens in the right sequence. When AI pipelines fail, it's often the orchestration logic that needs fixing.

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In practice

You have an AI workflow: Claude searches for information, then summarizes it, then formats it into a report, then emails it. Orchestration is the code (or tool) that manages that sequence — passing outputs between steps, handling errors, deciding what runs in what order. Without it, you just have independent pieces that don't connect.

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