Coordination Strategies: Parallelism, Voting, and Debate

Agentic AI 21 min min read Updated: Feb 26, 2026 Advanced
Coordination Strategies: Parallelism, Voting, and Debate
Advanced Topic 4 of 8

Coordination Strategies: Parallelism, Voting, and Debate

Parallelism

Run multiple agents on the same task and compare outputs. This is a practical way to reduce hallucinations.

Voting and ranking

Use rules first (constraint checks), then an LLM judge to rank.

Debate

Let one agent propose, another attack weaknesses, and a third synthesize. Keep debate short with strict turn limits.

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