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Last updated: October 5, 2026
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Production agents fail in non-obvious ways, so teams need engineers who can trace tool calls, state transitions, retries, and memory issues. Debugging capability is critical for reliability and user trust.
This should remain important while agent systems are still immature and behavior is probabilistic. Over time, debugging may become more structured through better agent frameworks and diagnostics.
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