Platform engineering, in the open.

Mar 2026Platform Engineering

How We Built a CI/CD Engine That Runs Hundreds of Pipelines a Day on Kubernetes

A deep technical guide to how Atmosly built a CI/CD engine that processes hundreds of pipeline executions daily across customer environments on EKS, GKE, and AKS. Covers our four-layer architecture, three-layer caching engine, canary/blue-green/rolling deployments, DevSecOps pipeline, approval system, and pipeline observability at Kubernetes scale.

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.

Kubernetes 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.

Kubernetes 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.

Golden 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.

Internal 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.

ImagePullBackOff 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.

How 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.

Self-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.

Kubernetes 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.

Kubernetes Troubleshooting with AI: Atmosly Copilot Guide (2026)

Complete guide to Kubernetes troubleshooting with Atmosly's AI Copilot: learn how AI automates debugging (CrashLoopBackOff, OOMKilled, performance issues), ask questions in natural language, get instant root cause analysis correlating logs + metrics + events, and reduce MTTR by 97% with AI-powered investigation.

Running 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.