MonitoringProductionBest Practices
Why Every AI Agent Needs Monitoring in Production
AI agents fail in unpredictable ways. Learn how real-time observability prevents runaway costs, hallucinations, and silent failures before they reach your users.
Blog
AI Agent Observability Insights
Practical guides on monitoring, cost tracking, and running AI agents reliably in production.
LLMObservabilityOpenTelemetry
LLM Observability: Beyond Logging Prompts and Responses
Most teams log prompts and responses and call it observability. Real LLM observability tracks cost per session, token drift, latency percentiles, and PII exposure.
CostBudgetOptimization
AI Cost Tracking: How to Stop Burning Budget on LLM APIs
LLM API costs compound fast. Learn the patterns that cause runaway spend and how automated budget caps, anomaly detection, and Cost Autopilot keep costs predictable.