OPENTELEMETRY

Five managed-agent providers, five pricing models, zero unified cost attribution. If you're running agents overnight, you need FinOps you don't have yet.

AI agent work needs local observability. OpenTelemetry, OTLP, Vercel AI SDK telemetry, and lightweight trace viewers give developers receipts for model calls, tool use, latency, errors, and cost before anything goes to production.