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AI incident response tools now inspect alerts, form hypotheses, and implement fixes, reducing hands-on practice for engineers. Rootly's AI Labs lead warns this creates "comprehension debt," leaving responders unprepared for complex incidents. Simulations with Uptime Labs offer realistic practice, but explanation cannot replace hands-on experience.
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