#Evaluation
Articles tagged with "Evaluation"
2 articles
ai-development
November 19, 2025
LLM Observability: Monitoring AI Agents in Production
AI agents fail silently — wrong answers return HTTP 200. The metrics, traces, and weekly review loop we use to monitor LLM systems running 500+ actions a week.
Ostap Kovalisko
Founder & AI Systems Architect
8 min read
LLM ObservabilityMonitoringAI Agents
ai-development
October 15, 2025
RAG in Production: What Breaks After the Demo
A RAG demo takes a weekend. Production takes months. The six failure modes we hit running RAG over 9 live business systems — and the fixes that held.
Ostap Kovalisko
Founder & AI Systems Architect
8 min read
RAGProduction AIRetrieval