6/9/2026 · Allan Schiebold
What this post added
This post introduces an open-source monitoring stack for Pinecone, including pre-built Grafana dashboards and Prometheus metric collection. It supports both Pinecone SaaS and BYOC deployments, with specific configurations for SaaS-only (Docker Compose), BYOC-only (Helm charts), and a unified BYOC + SaaS instance. The stack addresses the unique challenges of monitoring vector databases by focusing on index health, ANNS performance, and Kubernetes infrastructure for BYOC. It enables proactive operations, root cause analysis, workload change detection, cost visibility, capacity planning, multi-project visibility, BYOC infrastructure health monitoring, and SLA documentation.