Anti-Patterns

Multi-Agent on Sequential Workloads

Anti-pattern: split a fundamentally sequential workload across multiple agents, degrading accuracy by 39–70% with no parallelization benefit.

Problem

Each agent loses context the previous one had, must re-establish state from handoff messages, and adds a round-trip of latency and cost. Sequential workflows degrade by 39–70% in accuracy under multi-agent decomposition vs single-agent. Cost rises proportionally to handoff count. The decomposition serves neither parallelism nor specialization.

Solution

Measure single-agent baseline before considering multi-agent. Apply the 45/45 gate: only decompose if both parallelizability and single-agent accuracy clear the threshold. When decomposition is required for non-accuracy reasons (governance, specialization), preserve full context in the handoff message and measure the accuracy delta explicitly. Pair with demo-production-cliff-multiagent awareness.

When to use

  • Never as a default. Cite when reviewing multi-agent decomposition proposals.
  • Apply the 45/45 gate: ≥45% parallelizable AND ≥45% single-agent baseline.
  • Measure the decomposition's accuracy delta explicitly.

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