LLMOps in 2026: Evaluation, Monitoring, and Cost Control for Production LLM Apps

Table Of Contents: Why LLMOps Breaks After Deployment Evaluation: Measuring What Actually Matters Monitoring: Seeing Failures Before Users Do Cost Control: Managing Spend at Scale Operating and Scaling LLM Systems Incident Response for LLM Failures The LLMOps Maturity Model Final Takeaway: LLMOps Is About Control Most teams didn’t fail at LLMs because the models were […]