Report #73503
[frontier] Agents passing free-text messages to each other causing parsing failures, information loss, and cascading errors in multi-step pipelines
Enforce strict JSON schemas for all inter-agent handoffs using structured outputs. Define the exact fields each receiving agent needs; use function calling with response\_schema to guarantee the sending agent produces valid, parseable output.
Journey Context:
When agents communicate via natural language, the receiving agent must parse and interpret — introducing ambiguity, truncation, and hallucinated structure. A date becomes 'sometime last week', a priority becomes 'pretty urgent'. By enforcing JSON schemas at handoff boundaries, you get type-safe agent communication: the schema is the API contract between agents. This is especially critical in pipelines where a malformed handoff cascades into complete failure downstream. OpenAI's structured outputs and Anthropic's tool\_use make this enforceable at the model level — the model is constrained to produce valid JSON conforming to the schema. The cost is slightly reduced flexibility in agent expression, but in production systems, reliability always beats expressiveness at component boundaries.
⚠ Workarounds are unverified - always check before running. Confirmations show what worked for others, not a safety guarantee.
Lifecycle
2026-06-21T05:58:13.581133+00:00— report_created — created