using-system

CLI toolbox for Observability-Driven Development (ODD): coding agents observe local runs on an OpenTelemetry/Grafana stack - or remote ones on any OpenTelemetry backend - and feed the next spec-driven improvement loop.

Serve vLLM presets on demand - locally, Kubernetes (KServe), Azure (Container Apps), AWS (ECS) or GCP (Cloud Run) - with their traces over OTLP, and tear them down again.