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AI Agents in Production: Observability, Guardrails, and Evaluation
A practical production operating model for AI agents: trace the work, constrain the actions, evaluate outcomes, and keep engineers in control.
Hackers Are Using AI to Steal Data. What Must DevOps Teams Change?
What Anthropic's report on AI-assisted data theft means for deployment credentials, CI/CD access, monitoring, and incident-response practice.
AI in DevOps: useful copilots, dangerous assumptions
Where AI can reduce operational toil today—and the controls needed before it touches production.
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.
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.
Build Your AWS BAU Assistant: A Mini Project with Bedrock and AgentCore
Build a custom AI agent that checks CloudWatch alarms, reviews application errors, reads a runbook, and drafts a BAU handover. Includes Python code and deployment steps.
AWS cost optimization without slowing delivery
Build a FinOps loop that gives teams useful cost feedback while preserving engineering momentum.
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.
DevSecOps Without Friction: Policy as Code in the Delivery Path
A practical guide to building policy-as-code guardrails that help engineers ship safely, explain decisions clearly, and keep delivery moving.
DevSecOps without the security theatre
Place effective controls in delivery flows without turning developers into compliance clerks.
Dynatrace Alerts to Kubernetes Self-Healing: Davis AI, XL Release, and Jenkins
A practical pattern for turning high-confidence Dynatrace problems into safe, governed Kubernetes remediation with Digital.ai Release and Jenkins.
Making Dynatrace useful beyond the incident bridge
An operating model for turning telemetry into durable service intelligence.
FinOps for Platform Teams: Cost Signals That Engineers Can Act On
A practical guide to turning cloud and Kubernetes spend into ownership, unit economics, anomaly response, and better engineering decisions.
GitHub Actions pipelines that are fast, secure, and legible
A practical blueprint for reusable CI workflows with sensible trust boundaries.
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
A Deep Dive into AWS VPC
A practical DevOpsWorldwide guide to A Deep Dive into AWS VPC
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
AWS EC2: A Comprehensive Guide to Instance Management
A practical DevOpsWorldwide guide to AWS EC2: A Comprehensive Guide to Instance Management
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
Basic linux command every devops practitioner should know.
A practical DevOpsWorldwide guide to Basic linux command every devops practitioner should know.
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
Demystifying AWS IAM: Unlocking the Power of Cloud Security
A practical DevOpsWorldwide guide to Demystifying AWS IAM: Unlocking the Power of Cloud Security
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
Getting Started with Terraform and HCL Syntax
A practical DevOpsWorldwide guide to Getting Started with Terraform and HCL Syntax
Harnessing the Power of Terraform: Building & Managing Cloud Resource
A practical DevOpsWorldwide guide to Harnessing the Power of Terraform: Building & Managing Cloud Resource
Introduction to Terraform and Terraform Basics
A practical DevOpsWorldwide guide to Introduction to Terraform and Terraform Basics
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
Unleashing the Power of Kubernetes Networking: A Comprehensive Guide to Services, Ingress, Network Policies, DNS, and CNI Plugins
A practical DevOpsWorldwide guide to Kubernetes networking, services, ingress, network policies, DNS, and CNI plugins.
Kubernetes Security and Scalability: A Comprehensive Guide
A practical DevOpsWorldwide guide to Kubernetes Security and Scalability: A Comprehensive Guide
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
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
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?
Mastering Basic Linux Shell Scripting: A Must-Have Skill for DevOps Engineers
A practical DevOpsWorldwide guide to mastering Linux shell scripting.
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
Mastering Kubernetes: Architecture, Installation, and Configuration
A practical DevOpsWorldwide guide to Kubernetes architecture, installation, and configuration.
Maximizing Insights with Cloud Intelligence Dashboards
A practical DevOpsWorldwide guide to Maximizing Insights with Cloud Intelligence Dashboards
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
Project: Provisioning Kubernetes Cluster on AWS with Terraform
A practical DevOpsWorldwide guide to Project: Provisioning Kubernetes Cluster on AWS with Terraform
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
Prometheus: A open-source monitoring and alerting toolkit.
A practical DevOpsWorldwide guide to Prometheus: A open-source monitoring and alerting toolkit.
Revolutionizing CI/CD: How ChatGPT Supercharges DevOps Efficiency
A practical DevOpsWorldwide guide to Revolutionizing CI/CD: How ChatGPT Supercharges DevOps Efficiency
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)
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
Terraform State for Seamless Tracking, Collaboration, and Scalability
A practical DevOpsWorldwide guide to Terraform State for Seamless Tracking, Collaboration, and Scalability
Default Ports for Popular DevOps Tools and Technologies
A practical DevOpsWorldwide reference for commonly used DevOps service ports.
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
Understanding Cloud Series: Amazon S3
A practical DevOpsWorldwide guide to Understanding Cloud Series: Amazon S3
Understanding Cloud Series: Day 7 Part A
A practical DevOpsWorldwide guide to Understanding Cloud Series: Day 7 Part A
Understanding Cloud Series: Day 7 Part B
A practical DevOpsWorldwide guide to Understanding Cloud Series: Day 7 Part B
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
Understanding HTTP Error Codes: Common Error Messages Explained
A practical DevOpsWorldwide guide to Understanding HTTP Error Codes: Common Error Messages Explained
Understanding Basic Terraform Commands and Their Alternatives
A practical DevOpsWorldwide guide to Terraform commands, reliable infrastructure workflows, and alternatives worth evaluating.
Understanding The Terraform Modules
A practical DevOpsWorldwide guide to Understanding The Terraform Modules
Kubernetes in 2026: the platform has grown up
A pragmatic guide to operating Kubernetes as a dependable product rather than a collection of clusters.
Kubernetes Reliability in Practice: Designing Workloads That Fail Safely
A practical failure-mode guide to Kubernetes workloads that remain useful through pod loss, risky rollouts, dependency degradation, and traffic spikes.
Observability that helps engineers make decisions
Replace dashboard sprawl with a coherent model of service health and user impact.
OpenTelemetry in Practice: Vendor-Neutral Observability That Teams Can Trust
Design OpenTelemetry instrumentation, collectors, sampling, semantic conventions, and reliable telemetry pipelines without vendor lock-in.
Platform engineering is a product discipline
How to turn internal infrastructure into an experience engineers actively choose to use.
Salesforce CI/CD with GitHub Actions: From Pull Request to Sandbox Deployment
Turn a manual Salesforce release into a reviewed GitHub Actions workflow with JWT authentication, Apex tests, sandbox checks, and deployment evidence.
Your First Salesforce Deployment from a Linux Server
Set up Salesforce CLI on Linux, authenticate with JWT, deploy a small Apex project to a sandbox, and verify the release with tests and deployment reports.
Salesforce Metadata Drift and Safe Recovery: Keeping Your Org in Sync with Git
Detect Salesforce metadata drift against a verified release, review unexpected org changes, and plan a tested recovery without overwriting valid work.
Splunk for DevSecOps: from log retention to response
Make security telemetry actionable by designing detection and engineering workflows together.
Terraform best practices that survive a growing organization
Design Terraform workflows that remain understandable through acquisitions, cloud expansion, and audit pressure.