GitHub is free. Ansible is free. Docker is free. Terraform is free. Minikube is free. AWS* is free (to an extent). Python is free. ArgoCD is free You can build a strong DevOps and Cloud career with nothing but a laptop and internet. No more excuses. 50K+ read my DevOps and Cloud newsletter: techopsexamples.com/subscrib… What do we cover: DevOps, Cloud, Kubernetes, IaC, GitOps, MLOps 🔁 Consider a repost if this is helpful.

DevOps is not an entry role. → Cloud Engineer → DevOps Engineer → Solutions Architect → Principal Architect Cloud Engineer: You start by setting up and managing the core cloud infrastructure. DevOps Engineer: You build on that by automating deployments, CI/CD, and system reliability. Solutions Architect: You design complete solutions that span across teams, tools, and environments. Principal Architect: You drive org wide tech strategy and long term vision. Too many jump directly into DevOps by learning bunch of tools. DevOps needs tools, but that is not all, it is vast and deep. Cloud expertise prepares you to solve real system problems. 50K+ read my TechOps Examples newsletter: techopsexamples.com/subscrib… What do we cover: DevOps, Cloud, Kubernetes, IaC, GitOps, MLOps 🔁 Consider a repost if this is helpful.

If you are into DevOps and Cloud Engineering. here are 20 real-world use cases worth studying: 1) Architecture to Overcome API Gateway Pay Load Limit techopsexamples.com/p/archit… 2) Kubernetes Pod Disruption Budget Practical Guide techopsexamples.com/p/kubern… 3) How Provisioned Concurrency Cuts AWS Lambda Cold Starts by 98% techopsexamples.com/p/provis… 4) How to Reduce Docker Image Size techopsexamples.com/p/how-to… 5) Multi Cloud GitOps Workflow for Kubernetes Management techopsexamples.com/p/multi-… 6) GitHub Actions Workflow for Terraform workspaces techopsexamples.com/p/github… 7) How To Convert Existing Cloud Infrastructure To Terraform techopsexamples.com/p/how-to… 8) Kubernetes Node Not Ready - How To Fix It techopsexamples.com/p/kubern… 9) How One BigQuery Query Costs Shopify $1M a Month techopsexamples.com/p/how-on… 10) How AWS Handled 2024 Prime Day’s Record Breaking Traffic techopsexamples.com/p/how-aw… 11) Hidden Risk Of Relying On Labels In Kubernetes Security techopsexamples.com/p/hidden… 12) Detecting and Mitigating Image Vulnerabilities with Docker Scout techopsexamples.com/p/detect… 13) Security Researcher Exposed AWS Keys and API Secrets of $1B VC Firm in 5 Clicks techopsexamples.com/p/securi… 14) Guide to a Well Structured Terraform Project techopsexamples.com/p/guide-… 15) Cloud Disaster Recovery Strategies techopsexamples.com/p/cloud-… 16) Why should a container have only one process? techopsexamples.com/p/why-sh… 17) AWS VPC Gateway Endpoints - The Most Underrated Cost Savers techopsexamples.com/p/aws-vp… 18) The Problem With Overusing Terraform Dynamic Blocks techopsexamples.com/p/the-pr… 19) How Levels. fyi Cuts Cloud Bill By 15% techopsexamples.com/p/how-le… 20) Kubernetes Air Gap Implementation techopsexamples.com/p/kubern… 50K+ read my DevOps and Cloud newsletter: techopsexamples.com/subscrib… What do we cover: DevOps, Cloud, Kubernetes, IaC, GitOps, MLOps 🔁 Consider a Repost if this is helpful

DevOps Skills ≠ DevOps Expertise What DevOps expertise is: - Achieving 99.99% deployment success rate - Optimizing CI/CD pipeline execution by 2x - Cutting Docker image size by 40% - Reducing build time to < 2 mins - Reducing rollback time by 70% so on... DevOps job is: 20% → building stuff 80% → optimization There are too stop at the build phase. High value, High pay is on the other side. Learning CI/CD pipelines, tool integration, etc. is just part of DevOps skills. 50K+ read my DevOps and Cloud newsletter: techopsexamples.com/subscrib… What do we cover: DevOps, Cloud, Kubernetes, IaC, GitOps, MLOps 🔁 Consider a Repost if this is helpful

Your salary as a DevOps Engineer: ₹10 LPA Your friend’s salary as a DevOps Engineer: ₹35 LPA Same tools. Same certifications. The difference? They think DevOps in business language. “Scaling” → means handling traffic with optimum infra “Reports” → written for business impact, not tool stats “Pipelines” → mean faster releases, fewer rollbacks “Costs” → planned before usage, not justified after “Automation” → measured in time and cost saved “Uptime” → means $ not lost in downtime “Infra design” → tuned for performance Think tech for business results, not resumes. Stop earning the “good tech, poor comms” salary. 50K+ read my DevOps and Cloud newsletter: techopsexamples.com/subscrib… What do we cover:  DevOps, Cloud, Kubernetes, IaC, GitOps, MLOps 🔁 Consider a repost if this is helpful.

AWS skills are still some of the highest paid tech skills in 2026. These 10 practical AWS use cases are worth saving: 1: // AWS VPC Peering Overview ↳ techopsexamples.com/p/aws-vp… 2: // AWS Hexagonal Architecture Patterns ↳ techopsexamples.com/p/hexago… 3: // Cloud Scaling Patterns Breakdown ↳ techopsexamples.com/p/cloud-… 4: // Cloud Disaster Recovery Strategies ↳ techopsexamples.com/p/cloud-… 5: // AWS VPC Network Segmentation Break Down ↳ techopsexamples.com/p/aws-vp… 6: // CloudFront Signed URL vs S3 Pre Signed URL - When to Use What? ↳ techopsexamples.com/p/cloudf… 7: // AWS VPC Gateway Endpoints - The Most Underrated Cost Savers techopsexamples.com/p/aws-vp… 8: // How MxPlayer Scales with EKS SPOT Instances ↳ techopsexamples.com/p/how-mx… 9: // AWS Lambda Integration Patterns with SQS and SNS ↳ techopsexamples.com/p/aws-la… 10: // How to Use S3 Buckets Securely for Public Data Storage techopsexamples.com/p/how-to… Save this list. It'll save you hours and help to get 10x better at practical AWS. -- P.S. 50K+ read my DevOps and Cloud newsletter: techopsexamples.com/subscrib… What do we cover: DevOps, Cloud, Kubernetes, IaC, GitOps, MLOps 🔁 Consider a Repost if this is helpful

You will never become a DevOps engineer if you don’t know how Linux works. Before Kubernetes, Terraform, or CI/CD tools, learn: - how services run (systemd, service, journalctl, targets) - how permissions work (chmod, chown, umask, sticky bit) - how storage works (mount, fstab, df, du, LVM, RAID basics) - how users are managed (useradd, passwd, groups, sudoers) - how to debug systems (logs, journalctl, ps, top, netstat, lsof) - how Linux operates (processes, file system, systemd, signals) - how to check performance (top, iostat, vmstat, strace, sar, perf) - how networking works (interfaces, ports, DNS, routing, firewalls) - how to use the command line (bash, grep, awk, sed, pipes, redirects) - how to write automation scripts (bash scripts, cron jobs, conditionals, loops) Without Linux, you’ll always feel lost in production. DevOps starts with understanding the system not just the tools. 50K+ read my DevOps and Cloud newsletter: techopsexamples.com/subscrib… What do we cover: DevOps, Cloud, Kubernetes, IaC, GitOps, MLOps 🔁 Consider a repost if this is helpful.

25 Blogs to Learn 25 DevOps Concepts 👇 1) Terraform Project Structure: techopsexamples.com/p/guide-… 2) Terraform State: techopsexamples.com/p/steps-… 3) Terraform Graphs: techopsexamples.com/p/terraf… 4) Terraform Dynamic Blocks: techopsexamples.com/p/the-pr… 5) Crossplane with ArgoCD: techopsexamples.com/p/why-cr… 6) GitOps Push vs. Pull Architecture: techopsexamples.com/p/gitops… 7) Kyverno with ArgoCD: techopsexamples.com/p/using-… 8) Multi Cloud GitOps Workflow: techopsexamples.com/p/multi-… 9) Dockerfile vs. Docker Compose: techopsexamples.com/p/docker… 10) Docker Image: techopsexamples.com/p/how-to… 11) Docker Cache: techopsexamples.com/p/docker… 12) Docker Stats: techopsexamples.com/p/contai… 13) Docker Scout: techopsexamples.com/p/detect… 14) GitHub Actions Workflow: techopsexamples.com/p/github… 15) GitHub Actions Optimization: techopsexamples.com/p/github… 16) GitHub Branching Strategy: techopsexamples.com/p/github… 17) Ansible Architecture: techopsexamples.com/p/ansibl… 18) Ansible Roles: techopsexamples.com/p/ansibl… 19) Ansible Dynamic Inventory: techopsexamples.com/p/how-to… 20) Kubernetes Architecture: techopsexamples.com/p/kubern… 21) POD Lifecycle: techopsexamples.com/p/kubern… 22) pod.yaml Breakdown: techopsexamples.com/p/pod-ya… 23) VPC Network Segmentation: techopsexamples.com/p/aws-vp… 24) Lambda Integrations: techopsexamples.com/p/aws-la… 25) Serverless Architecture: techopsexamples.com/p/design… 50K+ read my DevOps and Cloud newsletter: techopsexamples.com/subscrib… What do we cover: DevOps, Cloud, Kubernetes, IaC, GitOps, MLOps 🔁 Consider a repost if this is helpful.

25 Blogs to Learn 25 DevOps Concepts 👇 1) Terraform Project Structure: techopsexamples.com/p/how-to… 2) Terraform State: techopsexamples.com/p/steps-… 3) Terraform Graphs: techopsexamples.com/p/terraf… 4) Terraform Dynamic Blocks: techopsexamples.com/p/the-pr… 5) Crossplane with ArgoCD: techopsexamples.com/p/why-cr… 6) GitOps Push vs. Pull Architecture: techopsexamples.com/p/gitops… 7) Kyverno with ArgoCD: techopsexamples.com/p/using-… 8) Multi Cloud GitOps Workflow: techopsexamples.com/p/multi-… 9) Dockerfile vs. Docker Compose: techopsexamples.com/p/docker… 10) Docker Image: techopsexamples.com/p/how-to… 11) Docker Cache: techopsexamples.com/p/docker… 12) Docker stats: techopsexamples.com/p/contai… 13) Docker Scout: techopsexamples.com/p/detect… 14) GitHub Actions Workflow: techopsexamples.com/p/github… 15) GitHub Actions Optimization: techopsexamples.com/p/github… 16) GitHub Branching Strategy: techopsexamples.com/p/github… 17) Ansible Architecture: techopsexamples.com/p/ansibl… 18) Ansible Roles: techopsexamples.com/p/ansibl… 19) Ansible Dynamic Inventory: techopsexamples.com/p/how-to… 20) Kubernetes Architecture: techopsexamples.com/p/kubern… 21) POD Lifecycle: techopsexamples.com/p/kubern… 22) pod.yaml Breakdown: techopsexamples.com/p/pod-ya… 23) VPC Network Segmentation: techopsexamples.com/p/aws-vp… 24) Lambda Integrations: techopsexamples.com/p/aws-la… 25) Serverless Architecture: techopsexamples.com/p/design… 🔴 50K+ read my DevOps and Cloud newsletter: techopsexamples.com/subscrib… What do we cover: DevOps, Cloud, Kubernetes, IaC, GitOps, MLOps 🔁 Consider a repost if this is helpful.

Kubernetes skills are still some of the highest paid tech skills in 2026. These 7 practical Kubernetes troubleshooting use cases are worth saving: 1: // How To Fix Kubernetes Node Not Ready ↳ techopsexamples.com/p/kubern… 2: // How to Fix Kubernetes Node Disk Pressure ↳ techopsexamples.com/p/how-to… 3: // Understanding Kubernetes CreateContainerError ↳ techopsexamples.com/p/unders… 4: // Understanding Kubernetes CreateContainerConfigError ↳ techopsexamples.com/p/unders… 5: // Understanding Kubernetes ImagePullBackOff ↳ techopsexamples.com/p/kubern… 6: // Understanding Kubernetes RunContainerError ↳ techopsexamples.com/p/kubern… 7: // Understanding Kubernetes OOMKilled ↳ techopsexamples.com/p/unders… Save this list. It'll save you hours and help to get 10x better at practical Kubernetes. -- P.S. 50K+ read my DevOps and Cloud newsletter: techopsexamples.com/subscrib… What do we cover: DevOps, Cloud, Kubernetes, IaC, GitOps, MLOps 🔁 Consider a Repost if this is helpful

DevOps official language has to be 'YAML' - Helm uses YAML - GitHub uses YAML - Ansible uses YAML - Argo CD uses YAML - Kubernetes uses YAML - Azure DevOps uses YAML - Docker Compose uses YAML and more ... All the sophisticated toolsets you aspire to learn and adopt run on YAML. Get that right first. 50K+ read my DevOps and Cloud newsletter: techopsexamples.com/subscrib… Sign up to get 'The Practical Linux Guide for DevOps Engineers' What do we cover: DevOps, Cloud, Kubernetes, IaC, GitOps, MLOps 🔁 Consider a Repost if this is helpful

GitHub is free. Docker is free. Ansible is free. Terraform is free. Minikube / Kind is free. AWS* is free (to an extent). Python is free. ArgoCD is free You can build a strong DevOps and Cloud career with nothing but a laptop and internet. 15 mins a day. In 6 months, you’re already ahead of 90%. No more excuses. 50K+ read my DevOps and Cloud newsletter: techopsexamples.com/subscrib… Sign up to get 'The Practical Linux Guide for DevOps Engineers' What do we cover: DevOps, Cloud, Kubernetes, IaC, GitOps, MLOps 🔁 Consider a Repost if this is helpful

DevOps Learning Path for Beginners 👇 Git → Basic commands, branching, merging, collaboration, conflict resolution, version tagging Linux → System architecture, command line, file management, user administration, permissions, shell scripting Python → Syntax, data structures, control flow, functions, libraries MySQL/PostgreSQL/MongoDB → Data modeling, querying, indexing, transactions, database management Networking → IP addressing, subnetting, firewalls, routing, TCP/IP, topologies, load balancers, VPNs, security CI/CD → Build and deployment pipelines, version control integration, testing automation, containerization, monitoring Docker/containerd → Portable app packaging, image management, container lifecycle Kubernetes → Container orchestration, scaling, service management Helm → Kubernetes package management, templated deployments, versioned releases AWS/Azure/GCP → Core services, compute, storage, networking, IAM, cloud-native operations Terraform → HCL syntax, infra provisioning, state management, reusable modules Ansible → YAML playbooks, modules, roles, server configuration management, automation Prometheus/Grafana → Metrics definition, data scraping, alert rules, visualization, troubleshooting 50K+ read my DevOps and Cloud newsletter: techopsexamples.com/subscrib… What do we cover: DevOps, Cloud, Kubernetes, IaC, GitOps, MLOps 🔁 Consider a Repost if this is helpful

AWS skills are still some of the highest paid tech skills in 2026. These 10 practical AWS use cases are worth saving: 1: // AWS Networking Basics - AWS Subnets for Beginners ↳ techopsexamples.com/p/aws-ne… 2: // How to Automatically Block Suspicious Traffic in AWS ↳ techopsexamples.com/p/how-to… 3: // How AWS Signed URLs Works Internally ↳ techopsexamples.com/p/how-aw… 4: // Designing an AWS Machine Learning Architecture ↳ techopsexamples.com/p/design… 5: // How AWS Secures Inbound and Outbound Network Traffic ↳ techopsexamples.com/p/how-aw… 6: // How To Design a Secure Three Tier Architecture on AWS ↳ techopsexamples.com/p/how-to… 7: // AWS Internet Gateway vs NAT Gateway - When to Use What? ↳ techopsexamples.com/p/aws-in… 8: // How to Design a Scalable File Upload Architecture in AWS ↳ techopsexamples.com/p/how-to… 9: // How AWS Lambda Prevents Function Throttling During Traffic Spikes ↳ techopsexamples.com/p/how-aw… 10: // Using Cross Origin Resource Sharing (CORS) in Amazon S3 ↳ techopsexamples.com/p/using-… Save this list. It'll save you hours and help to get 10x better at practical AWS. -- P.S. 50K+ read my DevOps and Cloud newsletter: techopsexamples.com/subscrib… What do we cover: DevOps, Cloud, Kubernetes, IaC, GitOps, MLOps 🔁 Consider a Repost if this is helpful