03:43
2026-06-20
dev.to
large-language-models
The hardest LLM bugs are contract failures, not hallucinations
A developer argues that many production bugs in LLM applications are better described as contract failures rather than hallucinations. The developer introduces DebugAI, a Python SDK that diagnoses fai…