You Recorded the Incident. Now Prove Your Fix Actually Works.
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Part 2 of Your Agent Failed in Prod. Good Luck Reproducing It . This work was presented at the AI Engineer World's Fair 2026 by Susheem Koul and Tisha Chawla. In Part 1 the agent deleted the wrong record at 9:04, and you could not make it happen again. The fix was not to force the model to be deterministic. It was to record the run : the exact prompt, the sampled completion, the tool calls, the retrieved chunks, the pinned model version. Freeze the run, not the model. So you did that. The…
1Key Takeaways
- Part 2 of Your Agent Failed in Prod.
- This work was presented at the AI Engineer World's Fair 2026 by Susheem Koul and Tisha Chawla.
- In Part 1 the agent deleted the wrong record at 9:04, and you could not make it happen again.
- The fix was not to force the model to be deterministic.
2AIWedia Score
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3Why it matters
Coding AI shifts how fast software ships and how much human review each change needs. DEV — ML reports that part 2 of Your Agent Failed in Prod.
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