4-minute demo: AI agent investigates a P1 latency spike, sets up prevention automation, and documents tribal knowledge. Cost: $0.04 per incident.
Kiro Crew diagnosed a 22x latency spike in 33 seconds vs 15-30 minutes for on-call engineers. At $0.02 per incident, it automates health checks and persists knowledge, eliminating the incident→postmortem→repeat cycle that bleeds engineering budgets.
Last week I introduced Kiro Crew as an open-source AI agent orchestrator. The concept is interesting. But concepts don't ship software or fix production at 3 AM.
So I pointed it at my DevOps project and threw a scenario at it. A latency spike alert. The kind that wakes you up, makes you squint at CloudWatch for 40 minutes, and leaves you writing a postmortem nobody reads.
I recorded the whole thing. Four minutes, start to finish.
Table of Contents
The scenario
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