What happened
Opinionated notes on AI-assisted testing and agentic coding.
Why it matters
For builders, the useful signal is not that agents are magical, but that they can speed up testing and bug investigation while also producing plausible but false outputs. That makes verification discipline central when using coding agents in real workflows.
Severity rationale
[S3] single real-world fabrication during debugging
Source: danluu.com
See also: Hallucination Incident Index