SRE Archives

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From PagerDuty to ‘Agentic Ops’: The Rise of Self-Healing Kubernetes

Explore how the role of Site Reliability Engineers (SREs) is transforming with Agentic Ops, integrating technologies like eBPF, LLMs, and Kubernetes Operators to shift problem-solving from humans to intelligent systems ...

Pavan Madduri | February 27, 2026 | 3 A.M. PagerDuty, Agentic Ops, AI in DevOps, Automated Ops, cloud cost optimization, devops, eBPF, incident management, Kubernetes operators, LLMs, observability, policy as code, predictive scaling, root cause analysis, Site Reliability Engineer, SRE, System Automation, Technology Evolution

Akuity, SUSE, Nutanix, kubernetes, cycle, Mirantis, kubernetes, LoftLabs, vNode, Komodor, configurations, application, clusters, virtual, Red Hat, Kubernetes clusters, Komodor, kubernetes, clusters, kubernetes, IDPs, TLS, certificates, clusters, virtual clusters, Kubernetes, Kubernetes, vCluster CAST AI KBOM DoKC Platform9 Kubernetes

Kubernetes in Docker (KinD): Setting Up a k8s Cluster in Under a Minute

Discover the evolution of Kubernetes management with KinD, allowing for quick, local multi-node cluster creation, enhancing visibility, and bridging gaps left by managed services for Kubernetes deployment and testing ...

Ajinkya Kadam | February 9, 2026 | CI/CD integration, cloud native, cluster management, KinD, kubernetes, Kubernetes in Docker, local clusters, multi-node clusters, SRE, testing

kubernetes, survey, Dapr, CNCF, Survey Finds Growing Container Security Concerns

Survey Surfaces Myriad Kubernetes Networking Challenges

New survey data shows Kubernetes networking complexity rising, with teams struggling across observability, egress, multi-cluster security, and tool sprawl—highlighting the growing need for platform engineering and unified networking approaches ...

Mike Vizard | November 17, 2025 | cloud-native networking, container networking, debugging, devops, eBPF, egress control, Kubernetes clusters, Kubernetes networking, Kubernetes security, load balancing, microservices, multi-cluster networking, network management complexity, network transparency., observability, platform engineering, SRE

Devtron Adds AI Agents to SRE Platform for Kubernetes Environments

Devtron today revealed it has added artificial intelligence (AI) agents to its open source platform for automating site reliability engineering (SRE) workflows across Kubernetes environments. Announced at the Kubecon + CloudNativeCon North ...

Mike Vizard | November 10, 2025 | agentic AI, artificial intelligence, Devtron, KubeCon + CloudNativeCon 2025 NA, SRE

kubernetes, network, logistics, security, Traefik Tigera container security Calico Red Hat Dynatrace

Komodor Extends Autonomous AI Agent for Optimizing Kubernetes Clusters

Komodor today added autonomous self-healing and cost optimization capabilities to an artificial intelligence (AI) platform designed to automate site reliability engineering (SRE) workflows across Kubernetes environments. Company CTO Itiel Shwartz said those ...

Mike Vizard | November 5, 2025 | agentic AI, Komodor, Kubernetes optimization, SRE

SRE High-Level History of the Container Ecosystem

How SREs are Using AI to Transform Incident Response in the Real World

Traditional incident response can’t keep pace with today’s complex, multi-cloud environments. Discover how AI-augmented SRE frameworks reduce MTTR, automate remediation, and strengthen reliability through a five-stage maturity model and modular architecture powered ...

Manvitha Potluri | November 5, 2025 | AI incident response, AI operations, AIOps, anomaly detection, autonomous remediation, cloud native, DevOps automation, event correlation, feedback-driven automation, intelligent observability, MTTR reduction, multi-cloud, observability, reliability engineering, root cause analysis, site reliability engineering, SLA compliance, SRE

It Worked Last Tuesday: What Operators Teach Us About Platform Reality

Infrastructure as code defined the cloud era, but Kubernetes operators are redefining how DevOps keeps systems reliable. Instead of “apply and hope,” operators continuously reconcile reality with intent — automating change, reducing ...

service mesh, Buoyant, Istio Solo.io Buoyant Linkerd service mesh

Service Mesh Evolution: Ambient Mode, Gateways & The Return of Simpler Architectures

Service mesh is evolving beyond sidecars. Ambient mode and Gateway APIs deliver security, observability, and traffic control with less overhead. Teams benefit from leaner, more flexible architectures ...

Alan Shimel | October 1, 2025 | Alan, ambient mode, cloud native security, container networking, devops, gateway API, Istio, Kubernetes networking, microservices, observability, OpenShift Service Mesh, platform engineering, service mesh, sidecar alternatives, SRE, traffic management, waypoints, ztunnel

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

Bridging Observability & Security in Kubernetes: Beyond Just Metrics

Kubernetes has expanded agility but also the attack surface. Alan argues that observability and security can no longer live in silos — metrics, logs, and traces already hold critical security signals, while ...