Agents visual guide

Agent orchestration and multi-agent patterns

How tasks are classified, routed to specialist agents, executed with independent review, and assembled into a final response.

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A flowchart shows a Human request flowing to a Router agent that classifies intent into build, review, investigate, or operate. Each path leads to a specialist agent (Coder, Reviewer, Investigator, Operator). All outputs pass through an Independent reviewer. Approved outputs are assembled into a response delivered to the human. Rejected outputs return to the coder for revision. — Multi-agent orchestration routes tasks to specialists, enforces independent cross-model review, and assembles evidence-backed responses.

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What this shows

A multi-agent system starts with a router that classifies intent and dispatches to the right specialist — coder, reviewer, investigator, or operator. Each specialist works within bounded guardrails and produces an evidence package. An independent reviewer (on a different model family) checks every output before it reaches the human.

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Key takeaways

Classify intent before dispatching — misclassification is the most common failure mode.
Every specialist output passes through an independent reviewer on a different model family.
The human receives a complete audit trail, not just a final answer.