Lens vs K9s vs Octant: The Ultimate Kubernetes UI Showdown (2026 Edition)
Lens, K9s, and Octant for Kubernetes management. We analyze performance, features, and how AI tools like Atmosly are changing the game.
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Platform engineering, in the open.
Field notes on running Kubernetes with less toil — AI SRE and incident response, CI/CD and golden paths, continuous security, cost, and the internal developer platform that ties them together.
Kubernetes
KubernetesKubernetes for Startups: Getting Started Guide
The definitive guide for startups adopting Kubernetes. Learn why to start early, how to build a lean stack, and how to avoid the 'PaaS Trap' while maintaining developer velocity.
KubernetesKubernetes for Machine Learning: Complete MLOps Guide
A comprehensive guide to running Machine Learning workloads on Kubernetes. Covers GPU management strategies, distributed training, model serving, security, cost optimization, and platform simplification.
Platform EngineeringGolden Paths in Platform Engineering: Kubernetes Edition
Learn how to design and implement 'Golden Paths' for Kubernetes. Reduce developer cognitive load and enforce standards using service templates and workflow automation.
Platform EngineeringInternal Developer Platform vs PaaS: What's the Difference?
Confused between IDP and PaaS? We break down the differences, pros, and cons of each, and explain why Managed IDPs are the future for scaling engineering teams.
KubernetesImagePullBackOff Error in Kubernetes: Complete Fix Guide (2026)
Complete guide to ImagePullBackOff error in Kubernetes: learn what it means, 10 common causes (authentication, rate limiting, network issues, image not found), systematic debugging process, how to create ImagePullSecrets, and how Atmosly detects and fixes image pull failures automatically with specific remediation.
KubernetesHow to Fix Kubernetes OOMKilled Errors (2026)
Complete guide to Kubernetes OOMKilled errors: understand what OOMKilled means, learn 8 common causes (insufficient limits, memory leaks, load spikes), systematic debugging with Prometheus, memory profiling techniques, calculate optimal limits, fix leaks, and how Atmosly detects leaks automatically with cost-aware recommendations.
Platform EngineeringSelf-Service Kubernetes Platform: Implementation Guide
A comprehensive guide to implementing Self-Service Kubernetes. Covers RBAC design, GitOps workflows, Policy-as-Code with OPA, cost management, and rollout strategy.
KubernetesKubernetes Autoscaling: HPA VPA Cluster Autoscaler Guide
Master Kubernetes autoscaling with HPA, VPA, and Cluster Autoscaler. Complete guide with real-world examples, configuration best practices, troubleshooting tips, and cost optimization strategies for production workloads.
KubernetesRunning Microservices on Kubernetes: Best Practices (2026)
Learn architecture patterns, service communication (HTTP/gRPC/message queues), deployment strategies (blue-green, canary, rolling), service discovery, observability (metrics/logs/traces), security, resource optimization, and how Atmosly provides service dependency mapping and AI troubleshooting.
KubernetesKubernetes Troubleshooting with AI: The Atmosly Astra Guide
Learn how Atmosly Astra, our AI SRE agent, automates Kubernetes troubleshooting — correlating metrics, logs and events into a single root cause instead of leaving you to read dashboards during an incident.
GitOpsArgoCD vs Flux: The Definitive GitOps Comparison Guide (2026)
The definitive technical comparison of ArgoCD and Flux v2 for 2026. We cover architecture, security, DR, and how to build a complete platform with Atmosly.
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