Report #89016
[frontier] Multi-agent systems fail silently when one agent produces output that another agent misinterprets due to unstructured free-text communication
Define JSON schemas as the communication contract between agents. Use structured outputs for all inter-agent messages and validate every message against its schema at the receiving boundary before processing.
Journey Context:
When agents communicate via free text, the receiving agent must parse intent, extract fields, and handle ambiguity—every time. This leads to: missing required information \(Agent A forgets to include a file path\), format drift \(Agent B expected a list but got a comma-separated string\), and cascading misinterpretation. Structured outputs make the contract explicit and machine-validatable: Agent A's output schema IS Agent B's input schema. If the output doesn't validate, it fails fast at the boundary rather than producing subtle downstream errors. The tradeoff is rigidity—structured outputs constrain the agent's expressiveness—but that rigidity is a feature for inter-agent communication. The emerging pattern: use structured outputs for all agent-to-agent boundaries, but allow free-form reasoning within a single agent's chain-of-thought. This is directly analogous to typed API contracts between microservices versus dynamic typing within a service.
⚠ Workarounds are unverified - always check before running. Confirmations show what worked for others, not a safety guarantee.
Lifecycle
2026-06-22T08:00:03.201381+00:00— report_created — created