Jul 26, 2026 · 14 min read
Building an SLO-Driven Incident Response System
Turn alerts into a disciplined, evidence-led response system using service level objectives, error budgets, clear roles, and learning loops.
Library
All articles
Systems thinking for people who build and run production.
Jul 17, 2026 · 16 min read
AI-Powered Observability: From Signals to Decisions
A practical guide to using AI-assisted observability with Dynatrace, Splunk, and Grafana—while keeping engineers accountable for every production decision.
Jul 12, 2026 · 10 min read
AI Ops with GitHub Copilot and OpenAI Codex: Intelligent DevOps, With Engineers in Control
A practical guide to using AI-assisted coding and operations tools safely across infrastructure, delivery, incident response, and documentation.
Kubernetes & Cloud Native
Jul 1, 2026 · 12 min read
Kubernetes in 2026: the platform has grown up
A pragmatic guide to operating Kubernetes as a dependable product rather than a collection of clusters.
Infrastructure as Code
Jun 22, 2026 · 10 min read
Terraform best practices that survive a growing organization
Design Terraform workflows that remain understandable through acquisitions, cloud expansion, and audit pressure.
AWS & Cloud Platforms
Jun 15, 2026 · 9 min read
AWS cost optimization without slowing delivery
Build a FinOps loop that gives teams useful cost feedback while preserving engineering momentum.
Platform Engineering
Jun 9, 2026 · 11 min read
Platform engineering is a product discipline
How to turn internal infrastructure into an experience engineers actively choose to use.
CI/CD
May 28, 2026 · 8 min read
GitHub Actions pipelines that are fast, secure, and legible
A practical blueprint for reusable CI workflows with sensible trust boundaries.
Observability & Reliability
May 16, 2026 · 10 min read
Observability that helps engineers make decisions
Replace dashboard sprawl with a coherent model of service health and user impact.
Observability & Reliability
May 5, 2026 · 8 min read
Making Dynatrace useful beyond the incident bridge
An operating model for turning telemetry into durable service intelligence.
Security
Apr 22, 2026 · 9 min read
Splunk for DevSecOps: from log retention to response
Make security telemetry actionable by designing detection and engineering workflows together.
Security
Apr 10, 2026 · 10 min read
DevSecOps without the security theatre
Place effective controls in delivery flows without turning developers into compliance clerks.
AI for DevOps
Mar 26, 2026 · 11 min read
AI in DevOps: useful copilots, dangerous assumptions
Where AI can reduce operational toil today—and the controls needed before it touches production.
Observability & Reliability
Apr 10, 2024 · 6 min read
Prometheus: A open-source monitoring and alerting toolkit.
A practical DevOpsWorldwide guide to Prometheus: A open-source monitoring and alerting toolkit.
AWS & Cloud Platforms
Feb 18, 2024 · 14 min read
Maximizing Insights with Cloud Intelligence Dashboards
A practical DevOpsWorldwide guide to Maximizing Insights with Cloud Intelligence Dashboards
DevOps Delivery & Tooling
Oct 23, 2023 · 20 min read
Revolutionizing CI/CD: How ChatGPT Supercharges DevOps Efficiency
A practical DevOpsWorldwide guide to Revolutionizing CI/CD: How ChatGPT Supercharges DevOps Efficiency
Cloud Engineering
Jul 15, 2023 · 25 min read
Understanding Cloud Series: Day 7 Part A
A practical DevOpsWorldwide guide to Understanding Cloud Series: Day 7 Part A
Cloud Engineering
Jul 15, 2023 · 19 min read
Understanding Cloud Series: Day 7 Part B
A practical DevOpsWorldwide guide to Understanding Cloud Series: Day 7 Part B
AWS & Cloud Platforms
Jul 14, 2023 · 13 min read
Understanding Cloud Series: Amazon S3
A practical DevOpsWorldwide guide to Understanding Cloud Series: Amazon S3
AWS & Cloud Platforms
Jul 13, 2023 · 7 min read
Understanding Cloud Series: Achieving High Availability and Scalability with ELB and ASG
A practical DevOpsWorldwide guide to Understanding Cloud Series: Achieving High Availability and Scalability with ELB and ASG
AWS & Cloud Platforms
Jul 12, 2023 · 13 min read
Understanding Cloud Series: Exploring AWS EBS and EFS for Efficient Storage
A practical DevOpsWorldwide guide to Understanding Cloud Series: Exploring AWS EBS and EFS for Efficient Storage
AWS & Cloud Platforms
Jul 11, 2023 · 19 min read
AWS EC2: A Comprehensive Guide to Instance Management
A practical DevOpsWorldwide guide to AWS EC2: A Comprehensive Guide to Instance Management
AWS & Cloud Platforms
Jul 10, 2023 · 40 min read
Demystifying AWS IAM: Unlocking the Power of Cloud Security
A practical DevOpsWorldwide guide to Demystifying AWS IAM: Unlocking the Power of Cloud Security
AWS & Cloud Platforms
Jul 9, 2023 · 7 min read
A Step-by-Step Guide to Creating an AWS Free Tier Account
A practical DevOpsWorldwide guide to A Step-by-Step Guide to Creating an AWS Free Tier Account
Infrastructure as Code
Jun 8, 2023 · 10 min read
Understanding The Terraform Modules
A practical DevOpsWorldwide guide to Understanding The Terraform Modules
Infrastructure as Code
Jun 7, 2023 · 11 min read
Terraform State for Seamless Tracking, Collaboration, and Scalability
A practical DevOpsWorldwide guide to Terraform State for Seamless Tracking, Collaboration, and Scalability
Infrastructure as Code
Jun 6, 2023 · 13 min read
Harnessing the Power of Terraform: Building & Managing Cloud Resource
A practical DevOpsWorldwide guide to Harnessing the Power of Terraform: Building & Managing Cloud Resource
Infrastructure as Code
Jun 4, 2023 · 10 min read
Getting Started with Terraform and HCL Syntax
A practical DevOpsWorldwide guide to Getting Started with Terraform and HCL Syntax
Infrastructure as Code
Jun 4, 2023 · 15 min read
Introduction to Terraform and Terraform Basics
A practical DevOpsWorldwide guide to Introduction to Terraform and Terraform Basics
AWS & Cloud Platforms
May 29, 2023 · 5 min read
Step-by-Step Guide: Launching Your First Linux VM on Google Cloud Platform (GCP)
A practical DevOpsWorldwide guide to Step-by-Step Guide: Launching Your First Linux VM on Google Cloud Platform (GCP)
AWS & Cloud Platforms
May 25, 2023 · 7 min read
A Deep Dive into AWS VPC
A practical DevOpsWorldwide guide to A Deep Dive into AWS VPC
Infrastructure as Code
May 23, 2023 · 5 min read
Understanding the Purpose of Basic Terraform Commands. Which are some terraform alternatives?
A practical DevOpsWorldwide guide to Understanding the Purpose of Basic Terraform Commands. Which are some terraform alternatives?
AWS & Cloud Platforms
May 16, 2023 · 7 min read
AWS vs. GCP: A Comprehensive Comparison of the Top Cloud Providers
A practical DevOpsWorldwide guide to AWS vs. GCP: A Comprehensive Comparison of the Top Cloud Providers
Kubernetes & Cloud Native
May 16, 2023 · 12 min read
Project: Provisioning Kubernetes Cluster on AWS with Terraform
A practical DevOpsWorldwide guide to Project: Provisioning Kubernetes Cluster on AWS with Terraform
DevOps Delivery & Tooling
May 14, 2023 · 6 min read
Comparing Serverless and Jenkins CI/CD: Making the Right Choice for Your Organization
A practical DevOpsWorldwide guide to Comparing Serverless and Jenkins CI/CD: Making the Right Choice for Your Organization
AWS & Cloud Platforms
May 14, 2023 · 4 min read
My Thoughts on Amazon prime video switching from serverless to monolithic
A practical DevOpsWorldwide guide to My Thoughts on Amazon prime video switching from serverless to monolithic
AWS & Cloud Platforms
May 6, 2023 · 8 min read
Project: Setting up a CI/CD Pipeline using Java, Maven, JUnit, Jenkins, GitHub, AWS EC2, Docker, and AWS S3
A practical DevOpsWorldwide guide to Project: Setting up a CI/CD Pipeline using Java, Maven, JUnit, Jenkins, GitHub, AWS EC2, Docker, and AWS S3
Kubernetes & Cloud Native
Apr 29, 2023 · 13 min read
Step-by-Step Guide to Deploying a Flask and MongoDB Microservices Project on Kubernetes with Kubeadm
A practical DevOpsWorldwide guide to Step-by-Step Guide to Deploying a Flask and MongoDB Microservices Project on Kubernetes with Kubeadm
Kubernetes & Cloud Native
Apr 28, 2023 · 6 min read
A Cheat Sheet of Essential Commands for Managing and Debugging Your Kubernetes Cluster's Networking
A practical DevOpsWorldwide guide to A Cheat Sheet of Essential Commands for Managing and Debugging Your Kubernetes Cluster's Networking
Kubernetes & Cloud Native
Apr 28, 2023 · 5 min read
Keeping Your Kubernetes Cluster Healthy: Best Practices for Upgrading, Backing Up, and Scaling
A practical DevOpsWorldwide guide to Keeping Your Kubernetes Cluster Healthy: Best Practices for Upgrading, Backing Up, and Scaling
Kubernetes & Cloud Native
Apr 27, 2023 · 10 min read
Kubernetes Security and Scalability: A Comprehensive Guide
A practical DevOpsWorldwide guide to Kubernetes Security and Scalability: A Comprehensive Guide
Kubernetes & Cloud Native
Apr 26, 2023 · 7 min read
Kubernetes Service Discovery: The Essential Guide for Cloud-Native DevOps
A practical DevOpsWorldwide guide to Kubernetes Service Discovery: The Essential Guide for Cloud-Native DevOps
Cloud Engineering
Apr 26, 2023 · 5 min read
Understanding HTTP Error Codes: Common Error Messages Explained
A practical DevOpsWorldwide guide to Understanding HTTP Error Codes: Common Error Messages Explained
Kubernetes & Cloud Native
Apr 25, 2023 · 10 min read
Kubernetes Workloads: A Comprehensive Guide to Deployments, StatefulSets, DaemonSets, Jobs, and CronJobs
A practical DevOpsWorldwide guide to Kubernetes Workloads: A Comprehensive Guide to Deployments, StatefulSets, DaemonSets, Jobs, and CronJobs
Kubernetes & Cloud Native
Apr 24, 2023 · 4 min read
Unleashing the Power of Kubernetes Networking: A Comprehensive Guide to Services, Ingress, Network Policies, DNS, and CNI Plugins
A practical DevOpsWorldwide guide to Unleashing the Power of Kubernetes Networking: A Comprehensive Guide to Services, Ingress, Network Policies, DNS, and CNI Plugins
Kubernetes & Cloud Native
Apr 23, 2023 · 8 min read
Mastering Kubernetes: Architecture, Installation, and Configuration
A practical DevOpsWorldwide guide to Kubernetes architecture, installation, and configuration.
Linux & Automation
Apr 22, 2023 · 4 min read
Mastering DevOps: Advanced Linux Shell Scripting and User Management for Efficient Operations
A practical DevOpsWorldwide guide to Mastering DevOps: Advanced Linux Shell Scripting and User Management for Efficient Operations
DevOps Delivery & Tooling
Apr 22, 2023 · 4 min read
Default Ports for Popular DevOps Tools and Technologies
A practical DevOpsWorldwide reference for commonly used DevOps service ports.
Linux & Automation
Apr 11, 2023 · 6 min read
Mastering Basic Linux Shell Scripting: A Must-Have Skill for DevOps Engineers
A practical DevOpsWorldwide guide to mastering Linux shell scripting.
Linux & Automation
Apr 4, 2023 · 4 min read
Basic linux command every devops practitioner should know.
A practical DevOpsWorldwide guide to Basic linux command every devops practitioner should know.
Linux & Automation
Mar 20, 2023 · 4 min read
Linux: What it is? What are flavors of Linux? Which are some beginner level commands?
A practical DevOpsWorldwide guide to Linux: What it is? What are flavors of Linux? Which are some beginner level commands?
Infrastructure as Code
Mar 19, 2023 · 4 min read
DevOps: What is it?.. types of scaling and achieving automation by IAC
A practical DevOpsWorldwide guide to DevOps: What is it?.. types of scaling and achieving automation by IAC