The AI Reliability Blog
Frameworks, anti-patterns, and field notes from validating AI in production.
AI Testing
Can We Trust AI In Production? A Framework
Four signals every team should measure before declaring an AI feature production-ready.
9 min read
LLM EvaluationLLM-as-a-Judge Without the Pitfalls
Position bias, verbosity bias, and self-preference — how to calibrate judges you can actually trust.
11 min read
RAG EvaluationRAG Hallucinations: Five Root Causes (and Fixes)
Most hallucinations aren't generation problems — they're retrieval problems wearing a generation costume.
8 min read
Agent TestingYour Agents Need SLOs, Not Just Metrics
Quality scores tell you what happened. SLOs tell you what's allowed to happen.
7 min read
Oracle AI TestingOracle Fusion AI Agents: A QA Readiness Checklist
Ten things to validate before letting Oracle AI Agents touch your ERP.
10 min read