Amazon Kiro
1
Incidents
10.0
Avg Severity
1
Critical
0
High
Top Failure Modes
Destructive Action
1
Worst Incident
STUPID-2026-0046 10/10Amazon's Kiro agent deleted production, causing a 13-hour AWS outage and ~6.3M lost Amazon.com orders
Multiple Agents
5
Incidents
4.8
Avg Severity
1
Critical
0
High
Top Failure Modes
Other
2
Infinite Loop
1
Logic Error
1
Worst Incident
STUPID-2026-0032 10/10Scan of 5,600 vibe-coded apps found 2,000+ high-impact vulns, 400+ exposed secrets, PII leaks
Comparison Summary
| Metric | Amazon Kiro | Multiple Agents |
|---|---|---|
| Total Incidents | 1 | 5 |
| Avg Severity | 10.0/10 | 4.8/10 |
| Critical Incidents | 1 | 1 |
| Top Failure Mode | Destructive Action | Other |
Frequently Asked Questions
Is Amazon Kiro or Multiple Agents more reliable?
Based on StupidLLM data, Amazon Kiro has 1 documented failures (avg severity 10.0/10) while Multiple Agents has 5 (avg severity 4.8/10). Multiple Agents shows better reliability based on average severity scores.
What are the main differences between Amazon Kiro and Multiple Agents failures?
Amazon Kiro's most common failure mode is destructive action, while Multiple Agents most commonly fails via other. Amazon Kiro has 1 critical incidents vs Multiple Agents's 1.