#MLOps
Articles tagged with "MLOps"
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-agents
August 1, 2025
Shadow Mode: The Safest Way to Deploy an AI Agent
Shadow mode lets an AI agent run silently alongside humans before it acts on anything. How we validate agents in production without production risk.
Ostap Kovalisko
Founder & AI Systems Architect
7 min read
AI AgentsDeploymentAI Safety