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Delegation Masking: Why Your LangChain Callbacks Lie About Sub-Agent Failures

TL;DR AI

Key summary

2 min read
  1. When one LangChain agent delegates to another, the parent callback may only see the wrapper return value and miss failures inside the sub-agent.

  2. A sub-agent can fail or return empty output while the parent still logs success, creating a monitoring blind spot.

  3. The fix is to validate outputs at the delegation boundary and link traces across agents with a shared correlation ID.

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