Amazon Kiro vs Unknown Agent

AI Agent Reliability Comparison

Amazon Kiro

1
Incidents
10.0
Avg Severity
1
Critical
0
High

Top Failure Modes

Destructive Action 1

Worst Incident

STUPID-2026-0046 10/10
Amazon's Kiro agent deleted production, causing a 13-hour AWS outage and ~6.3M lost Amazon.com orders

Unknown Agent

4
Incidents
8.5
Avg Severity
3
Critical
0
High

Top Failure Modes

Security Vulnerability 3
Infinite Loop 1

Worst Incident

STUPID-2026-0022 10/10
AI vibe-coded Next.js app pinned vulnerable dependency — cryptominer compromised production server

Comparison Summary

Metric Amazon Kiro Unknown Agent
Total Incidents 1 4
Avg Severity 10.0/10 8.5/10
Critical Incidents 1 3
Top Failure Mode Destructive Action Security Vulnerability

Frequently Asked Questions

Is Amazon Kiro or Unknown Agent more reliable?

Based on StupidLLM data, Amazon Kiro has 1 documented failures (avg severity 10.0/10) while Unknown Agent has 4 (avg severity 8.5/10). Unknown Agent shows better reliability based on average severity scores.

What are the main differences between Amazon Kiro and Unknown Agent failures?

Amazon Kiro's most common failure mode is destructive action, while Unknown Agent most commonly fails via security vulnerability. Amazon Kiro has 1 critical incidents vs Unknown Agent's 3.