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Interactive Simulators
DNS Resolution Simulator
Walk through the full DNS resolution process step by step
Kubernetes Scheduler
Place pods on nodes based on resource requests and constraints
Load Balancer Simulator
Compare round-robin, least connections, and weighted algorithms
CI/CD Pipeline Builder
Design a deployment pipeline with stages, gates, and rollbacks
Caching Simulator
See how cache hit rates change with different strategies
DDoS Defense
Protect your infrastructure from simulated attack patterns
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Docker
Docker articles, tutorials, and guides on DevOps Daily covering containers, images, Dockerfiles, Compose, volumes, networking, and production best practices.
Kubernetes
Container orchestration and management
Git
Git and version control for developers
Terraform
Infrastructure as code
Linux
Linux operating system and distributions
Networking
Networking concepts and practices
Bash
Bash scripting and command line
// exercises
Hands-On Exercises
Practice real-world DevOps scenarios with step-by-step guidance
Git Workflow and Collaboration Fundamentals
Master essential Git workflows, branching strategies, and collaboration techniques used in modern development teams.
Redis Caching Strategies for Scalable Applications
Implement production-ready caching patterns with Redis to dramatically improve application performance and scalability.
Linux Performance Tuning and Troubleshooting
Master essential Linux performance analysis and optimization techniques to diagnose and resolve system bottlenecks.
Nginx Load Balancing and Reverse Proxy
Master load balancing and reverse proxy patterns with Nginx to build resilient, scalable infrastructure.
Complete Web Server Automation with Ansible
Build a comprehensive Ansible playbook to automate web server deployment, configuration, and security hardening across multiple environments.
Deploy a DigitalOcean Droplet with Terraform
Learn Infrastructure as Code basics by deploying a simple web server on DigitalOcean using Terraform. Perfect for beginners starting their IaC journey.
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Test Your Knowledge
Short interactive quizzes across Docker, Kubernetes, Terraform, networking, and more
Ansible Configuration Management Quiz
Configuration Management
Test your Ansible skills with playbooks, roles, inventory management, and automation scenarios for infrastructure configuration
GitOps with Argo CD: Multi-Environment Repository Structure Quiz
GitOps
Test your knowledge of structuring Git repositories for Argo CD deployments across dev, staging, and production environments. Covers repo layout patterns, ApplicationSets, Kustomize overlays, Helm value files, and sync policies.
AWS Cloud Services Quiz
AWS
Master cloud architecture through real-world AWS scenarios covering compute, storage, networking, and best practices
Back-of-the-Envelope Estimation Quiz
System Design
The napkin-math skill that makes or breaks a system design interview: turning users into QPS, data into storage, traffic into bandwidth, and knowing the latency numbers every engineer should have memorised.
CI/CD Fundamentals Quiz
CI/CD
Master the basics of Continuous Integration and Continuous Deployment, including pipelines, version control, automated testing, and deployment strategies
CI/CD Pipelines Quiz
CI/CD
Test your CI/CD pipeline knowledge with scenarios covering build stages, artifact promotion, environment strategy, deployment patterns, and rollbacks.
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Latest Posts
Stay up to date with the latest DevOps content
Knowing What Your AI Feature Costs Before Finance Does
The model invoice has one line per model, and finance wants one line per feature. We ran three features on one key and recorded every usage block: a one-word alert label cost a third to a half of a full incident investigation, because of reasoning tokens nobody reads. Here is how to measure that per request and tag it per feature.
GITHUB_TOKEN Is Now 377 Characters Long. We Tested Which Redaction Rules Still Catch It
GitHub finished moving App installation tokens, including the Actions GITHUB_TOKEN, to a new ghs_<app id>_<JWT> format on October 2. We ran 40 real tokens through the usual redaction regexes and one through gitleaks, trufflehog and detect-secrets. The latest gitleaks release found nothing, and the common patterns either missed the token or hid only its first 40 to 46 characters, which were the same in all 40 tokens.
A Repo per Agent: What Cloudflare Artifacts Changes About Git
Cloudflare Artifacts gives every agent, session or task its own Git repository. We measured how push contention grows when agents share one branch, walked through the Workers API, and priced the pattern so you can decide where it fits.
We Took Down Our Mesh VPN Control Plane. Here Is What Kept Working
Replacing the VPN with a WireGuard mesh moves the single point of failure from the VPN gateway to the coordination server. We stopped the control server under real Tailscale clients for 30 minutes and measured what survived: existing tunnels did, joins and revocations did not, an expiring key cut a device off on time, and a client restart took a device offline until we turned on netmap caching.
CVE-2026-80521: The Ubuntu Container Escape Is Not Just an Ubuntu Problem
A public exploit breaks out of default Docker and Kubernetes containers through a bug in the AF_UNIX garbage collector, and Ubuntu 24.04 and 26.04 still have no kernel fix. The same code sits in the 6.1 and 6.6 LTS kernels, where upstream has no fix either. Here is how to check any node in one command, and what to do while you wait for a patch.
GitHub Actions Removed Node 20. Find Every node20 Action You Still Run
Since September 23, GitHub Actions runs every node20 action on Node 24, and the opt-out is gone. An action that still works only adds a warning, so they are easy to miss until one breaks. Here is how to list every action your workflows use, read its runs.using value, and catch the ones hidden behind SHA pins and composite actions.
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Latest Guides
Step-by-step tutorials to boost your DevOps skills
Security Gates
Implement automated security gates that block deployments on critical vulnerabilities, policy violations, and security failures. Shift security left in your CI/CD pipeline.
Introduction to Packer
Learn how to build automated machine images with HashiCorp Packer, from basic concepts to multi-platform image creation
Introduction to AWS
Learn AWS step by step by building a real cloud application. Covers IAM, EC2, S3, VPC, RDS, load balancing, Lambda, CloudWatch, and cost control.
// tools
DevOps Tools and Calculators
Free, browser-only utilities. CIDR, JWT, base64, UUID, cron, K8s sizing, YAML. No sign-up, no server.
CIDR Calculator
CIDR subnet calculator: parse a CIDR block to get network range, subnet mask, broadcast address, usable IPs, and check whether an IP belongs to the network.
JWT Decoder
JWT decoder that parses the header, payload, and signature in your browser. Shows human-readable expiry and issued-at, with no token sent to any server.
Base64 / URL
Encode or decode base64 and URL-safe strings. Handy for secrets, Kubernetes manifests, and API debugging.
UUID / Secret
Generate UUIDs (v4, v7), random hex tokens, and base64 secrets suitable for Kubernetes secrets or API keys.
Cron Parser
Cron expression parser that translates schedules into plain English and previews the next 5 run times in your local timezone. Validates 5 and 6-field syntax.
K8s Resources
Size CPU and memory requests / limits for a Pod based on workload characteristics, replicas, and headroom.
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