AI INCIDENTS & COST • 376 / 397
Recognize the failure modes an AI SRE will actually troubleshoot.
Cost Explosion
Cost explosion is rapid unexpected spend caused by volume, expensive models, long context, retries or loops.
Think of it like
Think of Cost Explosion as a production symptom: start with evidence, identify the constrained dependency, then recover safely.
Real life
Large online platforms practice operational response to problems such as Cost Explosion.
SRE lens
Alert on cost per task and total daily spend, not only total requests.
Remember thisCost explosion is rapid unexpected spend caused by volume, expensive models, long context, retries or loops.