Traditional observability often depends on application-level instrumentation, SDK integrations, and code modifications. With OpenTelemetry eBPF Instrumentation (OBI) 1.0, released in October 2026, teams can capture application metrics and distributed traces without modifying application source code. This introduces an interesting shift in how DevOps teams approach monitoring, particularly in microservices and Kubernetes environments. The future of observability may be less about adding instrumentation everywhere and more about gaining visibility automatically.

Hi everyone, I'm looking into better ways to manage containerized applications and improve deployment reliability in production environments. I'm particularly interested in Docker, Kubernetes, Helm, Prometheus, and Grafana. For those managing production infrastructure, how do you approach container orchestration, resource monitoring, and horizontal scaling? I'd appreciate practical advice on handling service failures, performance bottlenecks, and infrastructure costs. Thanks in advance!

Hi everyone, I'm exploring a more reliable GitOps workflow for managing Kubernetes deployments and infrastructure. I'm particularly interested in using Argo CD, Terraform, GitHub Actions, and Helm together. For those already running this in production, how do you structure your CI/CD pipelines, manage secrets, and handle environment-specific configurations? I'd appreciate practical recommendations, especially around security, rollback strategies, and avoiding deployment drift. Thanks in advance!