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Practice — Agent Design Patterns: From Workflows to Autonomous Agents (10 questions)

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Diagnosing the Right Workflow Pattern for a Document-Intake Pipeline Permalink →

A team is building a pipeline that ingests incoming legal documents and needs to: (1) determine which of four document types it is (contract, NDA, invoice, other), (2) run type-specific extraction appropriate to whichever type was found, and (3) have a second LLM call double-check the extracted fields against the source document before anything is written to the database.

  1. Name the workflow pattern(s) present in this pipeline, stage by stage, and justify each with the distinguishing question for that pattern.
  2. A colleague argues stage 2 should be "orchestrator-worker" because "a worker handles each type." Explain precisely why that's the wrong name for what's described, and what it would take to actually make it orchestrator-worker.
  3. Is this pipeline, as a whole, an agent? Justify using the agency-levels framing.

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Sectioning or Voting: Parallelizing a Contract Review

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Choosing Between Reflexion and ReWOO for a Failing Data-Extraction Agent

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Is This Evaluator-Optimizer, or Does It Need to Be an Agent?

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Picking a Pattern for a Meeting-Notes-to-Action-Items Feature

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ReWOO's Call Arithmetic, and What Its Work Phase Does With an Ambiguous Lookup

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When Does a Second Round Turn Orchestrator-Worker Into an Agent?

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Break-Even Arithmetic for the Chain-Plus-Agent Hybrid

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Tree Search Over Actions When Some Actions Have Side Effects

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Reflexion Retries or Parallel Voting: Spending Three Attempts on a Failing Test Suite

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