Observability · Workstation Blog

All AI DevOps Kubernetes Backend LLM Database AI Agents Tech

2026-09-04

Uncovering LLM Bottlenecks: Observability, OTEL & Cost Control

Workstation on uncovering LLM agent bottlenecks with observability: OpenTelemetry, Prometheus/Grafana/Thanos, Langfuse — with clear pros/cons, cost levers, and usage metrics that protect margins.

Balinder WaliaRead

2026-04-22

Couchbase upgrades with CAO pause gates: a support-friendly overview

A support-friendly, SRE-ready overview of Couchbase Server rolling upgrades under the Couchbase Autonomous Operator (CAO), using spec.paused to gate swap-rebalance one node at a time—so you can stabilize, validate health, and keep rollback options open.

Balinder WaliaRead

2025-01-15

AI-Powered DevOps & SRE: The Future of Observability

Explore how AI is transforming DevOps and SRE practices through intelligent observability, automated incident response, and predictive analytics for modern cloud infrastructure.

Balinder WaliaRead

All AI DevOps Kubernetes Backend LLM Database AI Agents Tech

2026-09-04

Uncovering LLM Bottlenecks: Observability, OTEL & Cost Control

Workstation on uncovering LLM agent bottlenecks with observability: OpenTelemetry, Prometheus/Grafana/Thanos, Langfuse — with clear pros/cons, cost levers, and usage metrics that protect margins.

Balinder WaliaRead

2026-04-22

Couchbase upgrades with CAO pause gates: a support-friendly overview

Balinder WaliaRead

2025-01-15

AI-Powered DevOps & SRE: The Future of Observability

Explore how AI is transforming DevOps and SRE practices through intelligent observability, automated incident response, and predictive analytics for modern cloud infrastructure.

Balinder WaliaRead