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Lessons from building a multi-agent AI development workflow for a production projectTL;DRBuilding a reliable AI coding agent is one engineering problem.Building a reliable AI development workflow with multiple agents is another.A single agent mostly struggles with execution quality.Multiple agents introduce coordination problems:task ownershipshared state visibilityrace conditionsworkspace conta..
Lessons from building and debugging a real-world multi-agent system with Hermes Agent📌 TL;DRThe agent didn’t fail to generate an answerIt failed to decide whether it should actMulti-agent systems require coordination signals, not just intelligenceThe fix was not better prompts, but explicit behavior contracts1. Problem — The Agent Didn’t Respond at AllWhile building a multi-agent system using H..
