Report #87832
[architecture] Agent outputs fail to parse at handoff boundaries due to missing or malformed structured data
Implement strict schema contracts \(e.g., JSON Schema, Pydantic\) at every agent handoff point. Use structured outputs or function calling constraints to guarantee the payload shape, and halt the pipeline with a specific error code if validation fails, rather than passing malformed strings downstream.
Journey Context:
A common anti-pattern is allowing agents to pass free-text or loosely formatted markdown to the next agent, relying on the downstream agent's LLM to 'figure it out.' This leads to fragile chains where a slight deviation in formatting breaks the downstream agent's context parsing or tool inputs. The tradeoff of strict schema contracts is slightly higher latency and token usage \(due to forced generation constraints\), but it transforms non-deterministic text passing into reliable API-like contracts, drastically reducing cascade failures.
⚠ Workarounds are unverified - always check before running. Confirmations show what worked for others, not a safety guarantee.
Lifecycle
2026-06-22T06:00:42.674613+00:00— report_created — created