Skip to content
Back to full roadmap
topicadvanced★ Pro

Conflict Resolution

What if two agents reach conflicting decisions? Voting, judge, escalation, human override.

2 hours1 prereqs

Conflicts are inevitable in multi-agent systems. Solutions:

  • Majority voting: out of N agents, majority wins
  • Confidence-weighted: each agent provides a confidence score, highest wins
  • Judge agent: third party evaluates (debate pattern)
  • Hierarchical escalation: conflict escalates to manager, manager decides
  • Human-in-the-loop: critical decisions get human override

Practical: log conflicts — if systematic, fix the prompt or routing.

Prerequisites

Conflict Resolution · AI Agent Engineer Roadmap | Şükrü Yusuf Kaya