internal developer platforms Archives

Why IDPs are the Only Way to Scale Kubernetes Beyond Experts

Kubernetes is the default control plane for infrastructure but poses challenges for developers managing its complexities. Internal developer platforms (IDPs) are emerging to create abstraction layers, reducing operational burdens through standardized APIs ...

Nathan Eddy | March 10, 2026 | application teams, control plane, DORA metrics, feature development, golden paths, infrastructure operations, infrastructure orchestration, internal developer platforms, kubernetes, operational complexity, platform engineering, productivity, scalability, self-service, service catalogs

Fitting Square Kubernetes Into the Round AI-Native Apps

Kubernetes tamed cloud-native workloads, but AI-native apps push its limits. Can it evolve for GPU-first, data-intensive AI — or is it time for new control planes? ...

Kubernetes, observability, tracing, kubernetes observability, Grafana labs, kubernetes, observe, tool, Datadog, data, observability, kubernetes Docker Granulate observability

From Observability to Actionability: Why Metrics Alone Aren’t Enough

Observability has plateaued. The next step is actionable observability—using AI, automation, and SLOs to turn telemetry into reliable outcomes ...

Alan Shimel | September 5, 2025 | actionable observability, AIOps, anomaly detection, auto-remediation, cloud native, continuous verification, devops, ELK stack, golden paths, internal developer platforms, metrics logs traces, observability, OpenTelemetry, platform engineering, SLO-driven operations, SRE, telemetry automation

CI/CD, GitOps, pipelines, Jenkins, kubernetes, kpack, buildpacks, CI/CD, Codefresh, Komodor, AI, clusters, kubernetes, generative AI Kubernetes Argo container security continuous SQL Server Windocks Tekton Kubeflow Red Hat CI/CD

GitOps Under Fire: Resilience Lessons from GitProtect’s Mid-Year 2025 Incident Report

GitOps may power cloud-native delivery, but rising outages and breaches across GitHub, GitLab, Jira, and Azure DevOps expose just how fragile today’s pipelines really are ...