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LangGraph for Agentic Workflows

Module 10 Summary

What this module established

Find the first wrong value in the state history, not the last node before the wrong output - nodes downstream of a bug behave correctly on bad input, which makes them look guilty. Read traces backwards from the symptom, asking of each step whether its output was right given its input.

Carry forward

Before moving on

Move on when you have found a planted bug from state history alone, reproduced a failure by exact replay, and written a trace schema that includes the routing reason.