#  @livingdevops Akhilesh Mishra Akhilesh Mishra's recent activity is not available, however, based on general trends in the DevOps community, the focus is shifting from tool-specific knowledge like Kubernetes, Docker, and Terraform to more practical, project-based learning and real-world problem-solving skills. There is also an emphasis on understanding the business side of cloud engineering, including cost implications and financial management. Additionally, the field is moving beyond just technical skills, with a growing need for DevOps engineers to design robust systems and ensure smooth application deployment and infrastructure scaling. ### Engagements: [------] [#](/creator/twitter::1623980420235948034/interactions)  - [--] Week [-------] -2.60% - [--] Month [---------] +28% - [--] Months [---------] +232% - [--] Year [----------] +5,048,180% ### Mentions: [---] [#](/creator/twitter::1623980420235948034/posts_active)  - [--] Week [--] -19% - [--] Month [---] +42% - [--] Months [---] +213% - [--] Year [---] +16,625% ### Followers: [------] [#](/creator/twitter::1623980420235948034/followers)  - [--] Week [------] +2.30% - [--] Month [------] +14% - [--] Months [------] +387% ### CreatorRank: [-------] [#](/creator/twitter::1623980420235948034/influencer_rank)  ### Social Influence **Social category influence** [technology brands](/list/technology-brands) [social networks](/list/social-networks) [finance](/list/finance) [stocks](/list/stocks) [celebrities](/list/celebrities) [countries](/list/countries) [gaming](/list/gaming) [cryptocurrencies](/list/cryptocurrencies) [nfts](/list/nfts) [financial services](/list/financial-services) **Social topic influence** [azure](/topic/azure) #23, [if you](/topic/if-you), [cloud](/topic/cloud), [shell](/topic/shell), [ai](/topic/ai), [github](/topic/github), [tools](/topic/tools) #1656, [python](/topic/python), [deploy](/topic/deploy), [infrastructure](/topic/infrastructure) **Top accounts mentioned or mentioned by** [@grok](/creator/undefined) [@lynx769](/creator/undefined) [@awscloud](/creator/undefined) [@prateekjaindev](/creator/undefined) [@jaydeepkarale](/creator/undefined) [@dhanpalraj1998](/creator/undefined) [@twtayaan](/creator/undefined) [@techyoutbe](/creator/undefined) [@nebulousair](/creator/undefined) [@gingerdisruptif](/creator/undefined) [@devopscube](/creator/undefined) [@gmailcom](/creator/undefined) [@mischavdburg](/creator/undefined) [@elonmusk](/creator/undefined) [@anthropicai](/creator/undefined) [@akhileshmishrabuildingyourfirstrealkubernetesapplicationnotanothernginxdemo12a788ed529bsk563a9694e36de82795e4f897cf40eed4](/creator/undefined) [@devopsinside](/creator/undefined) [@imhiteshmodi](/creator/undefined) [@iamprincesaha](/creator/undefined) [@georgep36561323](/creator/undefined) **Top assets mentioned** [Alphabet Inc Class A (GOOGL)](/topic/$googl) [Microsoft Corp. (MSFT)](/topic/microsoft) ### Top Social Posts Top posts by engagements in the last [--] hours "When you Federate your AWS account with Okta users can authenticate to one or more AWS accounts and access specific IAM roles using single sign-on (SSO) with SAML. Read my blog post on sso with okta. #okta #aws #security" [X Link](https://x.com/livingdevops/status/1722963071319121965) 2023-11-10T13:03Z [--] followers, [--] engagements "Learn AWS Lambda by doing a real-world example Read my blog that will walk you through how to use AWS Lambda with a real-world example #AWSCommunityBuilders #Serverless" [X Link](https://x.com/livingdevops/status/1765785842897838143) 2024-03-07T17:05Z [--] followers, [--] engagements "@mufaddal_vohra Yash intentionally gave the first ball six as he believed #Dhoni will send the ball out of stadium and RCB will get dry ball and it did the magic" [X Link](https://x.com/livingdevops/status/1791917256076664915) 2024-05-18T19:42Z [--] followers, [---] engagements "A top cyber security firm (#CloudStrike ) messed up the global economy in a way that the evil hackers they protect you from could only dream of" [X Link](https://x.com/livingdevops/status/1814571041273827425) 2024-07-20T08:00Z [--] followers, [--] engagements "Learning Terraform On AWS Let Me Show How Its Done. Deploy A highly Secure 3-Tier Infrastructure On AWS With Terraform And GitHub Action https://towardsaws.com/learning-terraform-on-aws-let-me-show-how-its-done-31e38618ac6c https://towardsaws.com/learning-terraform-on-aws-let-me-show-how-its-done-31e38618ac6c" [X Link](https://x.com/livingdevops/status/1836754035660996834) 2024-09-19T13:07Z [--] followers, [--] engagements "@ElonMuskAOC How to implement doge in India as inefficiencies and corruption have choked the government process and county growth" [X Link](https://x.com/livingdevops/status/1917114783297347622) 2025-04-29T07:12Z [--] followers, [--] engagements "DevOps Project: Multi-Container Flask Application on AWS ECS with Terraform GitHub Actions Goal: Deploy a production-ready Flask application with Redis & Nginx using containerized architecture on AWS ECS fully automated with Terraform and GitHub Actions. : [--]. Set Up Flask Application with Docker Create Flask app with PostgreSQL integration Configure Redis for background tasks using Celery Set up Nginx as reverse proxy Containerize with Docker and docker-compose [--]. Build AWS Infrastructure with Terraform Define VPC with public/private subnets Configure security groups and route tables Create" [X Link](https://x.com/livingdevops/status/1918024307038363662) 2025-05-01T19:26Z [---] followers, [----] engagements "@Dwriteway Write on @Quora healed me from a wreckage after a broken relationship and my life changed" [X Link](https://x.com/livingdevops/status/1918028989123502359) 2025-05-01T19:45Z [--] followers, [--] engagements "DevOps is not: Kubernetes Jenkins Terraform Docker AWS or Azure DevOps is your ability to design robust systems that ensure: Applications deploy smoothly Infrastructure scales effortlessly Systems run reliably Issues are caught early Teams collaborate effectively The tools help you get there but they don't do the job for you. Real DevOps is about: Automating wisely Monitoring proactively Scaling efficiently Securing thoroughly Continuously improving Remember: Tools change principles endure" [X Link](https://x.com/livingdevops/status/1918375316717814182) 2025-05-02T18:41Z [----] followers, 83.7K engagements "I'm building the BIGGEST database of DevOps real-world projects and resources for aspiring DevOps engineers out there Check out my GitHub repo: This includes: ✅ Real-world AWS projects using Terraform & GitHub Actions ✅ Docker implementation examples you can actually use ✅ Python advanced automation projects that solve real problems ✅ GCP and Azure projects for multi-cloud expertise ✅ Kubernetes projects from simple to complex deployments ✅ Complete DevOps roadmaps & targeted exercises I wish this had existed when I started my DevOps journey. It's already packed with practical hands-on" [X Link](https://x.com/livingdevops/status/1918870701982794083) 2025-05-04T03:30Z [----] followers, [---] engagements "Learning Kubernetes with AWS EKS can be 100% practical and 100% project-based. 👉 I've created a comprehensive two-part guide to help you deploy a complete 3-tier application (React Flask PostgreSQL) on AWS EKS with everything needed for production environments. ✅ Here's what you'll learn across these blog posts: - Setting up an EKS cluster with managed node groups - Configuring private RDS PostgreSQL instances with service discovery - Deploying frontend and backend applications as Kubernetes deployments - Managing secrets configs and database migrations properly - Setting up AWS Load" [X Link](https://x.com/livingdevops/status/1919367413298033047) 2025-05-05T12:23Z [----] followers, 32.6K engagements "Long form posts work on X I think they do 👉Here is the evidence [--] day 550k+ views 950+ followers. All thanks to my long form posts" [X Link](https://x.com/livingdevops/status/1920946466572427473) 2025-05-09T20:58Z [----] followers, [---] engagements ". You waste months learning every DevOps tool you can find. Staying up late watching tutorials trying to master everything. Docker. AWS. GCP. Azure. GitHub Actions. GitLab. Jenkins. Terraform. Pulumi. Ansible. Prometheus. Grafana. Loki. Datadog. OpenTelemetry. EKS GKE etc. Every week the list grows. And you get overwhelmed. : You don't need all of this. Most companies use 5-6 tools not [--]. : [--]. + : Bash scripting TCP/IP fundamentals and packet tracing. Learn iptables not just firewall UIs. [--]. : Multi-stage builds with proper layer caching. Security scanning with Trivy in your workflow." [X Link](https://x.com/livingdevops/status/1921269071510921593) 2025-05-10T18:20Z [----] followers, 36K engagements "Tired of maintaining separate Terraform code for dev staging and production environments There's a better way Here's how the pros do it - keep your infrastructure code DRY (Don't Repeat Yourself) with a simple folder structure: ✅ project_root/ modules/# Optional local modules vars/ dev.tfvars# Dev-specific variables dev.tfbackend# Dev backend configuration staging.tfvars staging.tfbackend prod.tfvars prod.tfbackend The magic happens when you use environment-specific variable files with standard Terraform commands: : terraform init -backend-config=vars/dev.tfbackend terraform plan" [X Link](https://x.com/livingdevops/status/1921294259615117413) 2025-05-10T20:00Z [----] followers, [----] engagements "Docker is Go Kubernetes is Go Terraform is Go Grafana is Go Prometheus is Go Should I learn Go 🤔" [X Link](https://x.com/livingdevops/status/1921298919360733601) 2025-05-10T20:18Z [----] followers, 1.9M engagements "@Bullshark_Bruce Yes i get that. But sometimes the tools written in Go cause the issues and I want to be able to raise a PR to fix that freaking issue but I don't know go hence go" [X Link](https://x.com/livingdevops/status/1921661608566112507) 2025-05-11T20:20Z [----] followers, [---] engagements "you're someone who wants to make it big in the DevOps space let's connect. If you want to get into DevOps let's connect. If you're someone interested in cloud and DevOps let's connect. I want to help you I want to learn from you and I want to teach you. We all have something valuable to share. What excites you most about DevOps and the cloud Drop a comment below - I'd love to hear your thoughts. #DevOps #CloudComputing #LearningTogether" [X Link](https://x.com/livingdevops/status/1921664556616872303) 2025-05-11T20:31Z [----] followers, 13.7K engagements "@AdetunjiAdepit2 Ditch Jenkins and pick Github Action or Gitlab CI" [X Link](https://x.com/livingdevops/status/1921863906932170927) 2025-05-12T09:43Z [----] followers, [---] engagements "Getting into DevOps can be 100% free and 100% project-based [--] projects that should help you build your DevOps resume [--]. [--]. [--]. [--]. [--]. [--]. [--]. [--]. [--]. [--]. https://awstip.com/python-automation-that-saved-our-client-1000-month-on-cloud-bills-e553a346e3d3 https://towardsaws.com/managing-the-aws-lambda-layer-was-a-nightmare-until-i-did-this-2e1f4379c47a https://towardsaws.com/i-found-this-great-tool-to-migrate-postgres-database-with-zero-downtime-13fda9dd92bc https://towardsaws.com/continuously-build-deploy-python-web-app-on-aws-with-github-action-a9de1421898c" [X Link](https://x.com/livingdevops/status/1922745812309667879) 2025-05-14T20:08Z [----] followers, 12.2K engagements "Thinking about building a decentralised and active Devops community. - A platform for real meaningful discussions that can help everyone. Which platform is the best fit for this any suggestions. Also I welcome any suggestions you might have to make it more useful" [X Link](https://x.com/livingdevops/status/1923136053658980367) 2025-05-15T21:58Z [----] followers, [----] engagements "🚨 iPhone users pay DOUBLE for X Premium compared to Android Same features twice the price. Why the Apple tax @X #XPremium" [X Link](https://x.com/livingdevops/status/1923303555659640989) 2025-05-16T09:04Z [----] followers, [---] engagements "🚀 Azure just leveled up AKS Grafana dashboards are now built right into the Azure Portal's AKS blade Real-time CPU & memory metrics workload insights all without leaving the portal. Game-changer for #Kubernetes & #DevOps teams" [X Link](https://x.com/livingdevops/status/1923737726060212690) 2025-05-17T13:49Z [----] followers, [----] engagements "Being a DevOps engineer is easy. You just need to learn a few technologies. How those few technologies look: ☁ AWS Azure GCP 🐳 Docker Kubernetes 🔐 Vault Keycloak ⚙ Jenkins GitHub Actions 📦 Helm Terraform Ansible ✈ ArgoCD Flux 📝 Bash Powershell Python 📈 Prometheus Grafana .and [---] more you forgot existed 😅" [X Link](https://x.com/livingdevops/status/1924346087487193576) 2025-05-19T06:07Z [----] followers, 12.5K engagements "Tired of maintaining separate Terraform code for dev staging and production environments There's a better way Here's how the pros do it - keep your infrastructure code DRY (Don't Repeat Yourself) with a simple folder structure: ✅ project_root/ modules/# Optional local modules vars/ dev.tfvars# Dev-specific variables dev.tfbackend# Dev backend configuration staging.tfvars staging.tfbackend prod.tfvars prod.tfbackend The magic happens when you use environment-specific variable files with standard Terraform commands: : terraform init -backend-config=vars/dev.tfbackend terraform plan" [X Link](https://x.com/livingdevops/status/1924555924687224889) 2025-05-19T20:01Z [----] followers, [----] engagements "If you maintain separate Terraform code for different environments then you should not use Terraform. Not learning to write good Terraform config shouldnt be an excuse for following bad practices" [X Link](https://x.com/livingdevops/status/1924709340596076783) 2025-05-20T06:10Z [----] followers, [---] engagements "Tired of maintaining separate Terraform code for dev staging and production environments There's a better way Here's how the pros do it - keep your infrastructure code DRY (Don't Repeat Yourself) with a simple folder structure: ✅ project_root/ modules/# Optional local modules vars/ dev.tfvars# Dev-specific variables dev.tfbackend# Dev backend configuration staging.tfvars staging.tfbackend prod.tfvars prod.tfbackend The magic happens when you use environment-specific variable files with standard Terraform commands: : terraform init -backend-config=vars/dev.tfbackend terraform plan" [X Link](https://x.com/livingdevops/status/1924711176459715066) 2025-05-20T06:17Z [----] followers, [---] engagements "Your application isn't at the end of a URL 👉The Invisible Architecture Behind Every Kubernetes Request When you hit application url your request tunnels through five crucial layers before reaching your actual code: [--]. Load Balancer - The gatekeeper distributing traffic across your cluster preventing any single point from being overwhelmed [--]. Ingress Controller - Your traffic director routing HTTP requests to the right internal service (Gateway APIs are making this even more powerful) [--]. Kube-Proxy - The network plumber maintaining pod communication rules that make your service discovery" [X Link](https://x.com/livingdevops/status/1925204183856402641) 2025-05-21T14:57Z [----] followers, [----] engagements "AWS just launched EKS Dashboard and its a great news. EKS Dashboard available at no additional cost. It provides cloud architects and cluster administrators with a centralized view to monitor and govern all Kubernetes clusters across multiple AWS Regions and accounts offering insights into clusters managed node groups and EKS add-ons through a unified interface in the AWS Console. @awscloud" [X Link](https://x.com/livingdevops/status/1925436513602740398) 2025-05-22T06:20Z [----] followers, 17.3K engagements "Give me [--] minutes and I'll teach you [--] rules for becoming a better DevOps engineer: [--]. Focus on the things that get you paged at [--] AM - those are the processes you should automate first. [--]. Stop monitoring every CPU spike. Focus on what impacts your users and revenue. [--]. Your systems will break. Plan for failure not perfection. [--]. Before you hit deploy know exactly how to roll back. Test it too - a broken rollback plan is worse than no plan. [--]. That error you're seeing Someone's already solved it on Stack Overflow or GitHub issues. [--]. Version control isn't just for code. Put your scripts" [X Link](https://x.com/livingdevops/status/1925665377897345304) 2025-05-22T21:29Z [----] followers, 15.3K engagements "' : - You can't see an extra space in the logs to identify the issues - You haven't tried turning it off and on again before reading the actual error message - You don't feel frustrated by those [--] AM issues you did everything to avoid them - You're not good at googling things to fix a problem - You don't hate dealing with Windows patches - You don't get anxious when prod is too quiet for too long - You haven't broken production at least once and learned from it - You don't treat DNS as guilty until proven innocent - You don't have a love-hate relationship with Kubernetes - You don't" [X Link](https://x.com/livingdevops/status/1926182754439373190) 2025-05-24T07:45Z [----] followers, [----] engagements "DevOps is not: Simply spinning up Kubernetes clusters Blindly running Jenkins pipelines Treating Terraform as a magic wand Containerizing without strategic intent Deploying to the cloud without planning Treating infrastructure as a one-time setup Implementing tools without understanding their purpose DevOps is your ability to design robust systems that ensure: Infrastructure is consistently reproducible Deployments are automated and reliable Scaling happens with minimal human intervention Environments are identical across dev/staging/production Security is integrated into every deployment" [X Link](https://x.com/livingdevops/status/1927048430129414320) 2025-05-26T17:05Z [----] followers, 12.4K engagements "Most people fail to break into DevOps because they whisper "I can't learn this" when they see Kubernetes AWS Python or Github Action. The ones who make it They believe"I will learn this" and push through every failed deployment every broken script every overwhelming technology. Months later they're the ones saying "I did it" while managing production systems. Your conviction determines your career not your current skill level. Believe you can or you'll prove you can't" [X Link](https://x.com/livingdevops/status/1927264918501228945) 2025-05-27T07:25Z [----] followers, [----] engagements "🚨Breaking: AWS just dropped their official EKS MCP Server yesterday and its a great news. Here is why EKS MCP server stands out. 👉 Unified tools instead of mapping every kubectl command - manage_k8s_resource handles all CRUD operations 👉 Creates and manages EKS clusters not just access (defaults to EKS Auto mode) 👉 LLMs get direct access to AWS's internal EKS troubleshooting guide via search_eks_troubleshoot_guide 👉 Read-only by default with optional --allow-write flag for security 👉 Shows how MCP servers should actually be built - clean functional secure This is how you build developer" [X Link](https://x.com/livingdevops/status/1928343901162578415) 2025-05-30T06:53Z [----] followers, [----] engagements "@iamay0bami EKS MCP server is just a rest api for EKS nothing more. This will allow us to build agents thar talk to EKS" [X Link](https://x.com/livingdevops/status/1928396829139349583) 2025-05-30T10:23Z [----] followers, [--] engagements ""Infrastructure as Code" has become "Copy-Paste as Code" Everyone copies Terraform modules without understanding what they do. Until something breaks. Then panic. Stop copying. Start understanding. Your 3AM self will thank you" [X Link](https://x.com/livingdevops/status/1928882855192502352) 2025-05-31T18:34Z [----] followers, [---] engagements "Choosing the wrong SSL termination point can break your security or kill your performance. Most engineers default to "terminate at the load balancer" without understanding the trade-offs. ✅Here are [--] SSL termination strategies you need to know. 👉Load Balancer Termination: Decrypt at ALB/nginx send HTTP to backends. Simple certificate management and offloads SSL processing. The downside is unencrypted internal traffic. Best for most web applications. 👉End-to-End Encryption SSL certs on both load balancer AND backends. Maximum security everywhere and compliance-ready. Complex cert management" [X Link](https://x.com/livingdevops/status/1929412901820870944) 2025-06-02T05:40Z [----] followers, [----] engagements "Dear DevOps Engineers a gentle reminder to: - Learn Linux fundamentals before Shell scripting - Learn Shell scripting before Configuration Management - Learn Networking basics before Cloud Infrastructure - Learn Virtual Machines before Containers - Learn Git basics before GitOps - Learn Containers before Container Orchestration - Learn Single server deployment before Microservices - Learn Manual deployments before Automation - Learn Configuration files before Infrastructure as Code - Learn Application logs before Observability platforms - Learn Basic monitoring before Advanced telemetry -" [X Link](https://x.com/livingdevops/status/1930932909482852516) 2025-06-06T10:20Z [----] followers, [----] engagements "Everyone use load balancer but not many understand the load balancing algorithms. Here are some popular ones. Round Robin - Distributes incoming requests sequentially to each server in a fixed circular order IP Hash - Uses a hash function on the client's IP address to consistently route them to the same server Least Connections - Directs new requests to the server currently handling the fewest active connections Weighted Round Robin - Distributes requests based on each server's assigned weight or capacity giving more traffic to higher-capacity servers Least Response Time - Routes requests to" [X Link](https://x.com/livingdevops/status/1930986094339703085) 2025-06-06T13:52Z [----] followers, [---] engagements "Getting into DevOps can be 100% free and 100% project-based These [--] projects will teach you more than [---] YouTube videos. Blog links on Comments. [--]. Deploy a production-ready 3-tier application (React Flask Postgres) on AWS EKS with complete infrastructure setup [--]. Create a highly secure 3-tier infrastructure on AWS using Terraform with GitHub Actions for automated deployment [--]. Implement free self-managed SSL certificates for your Kubernetes applications running on AWS EKS [--]. Automate Lambda Layer management with a sophisticated pipeline using Terraform and GitHub Actions [--]. Establish" [X Link](https://x.com/livingdevops/status/1931267959772594673) 2025-06-07T08:32Z [----] followers, [----] engagements "Being a DevOps engineer is easy. You just need to learn a few technologies. How those few technologies look: ☁ AWS Azure GCP 🐳 Docker Kubernetes 🔐 Vault Keycloak ⚙ Jenkins GitHub Actions 📦 Helm Terraform Ansible ✈ ArgoCD Flux 📝 Bash Powershell Python 📈 Prometheus Grafana .and [---] more you forgot existed 😅" [X Link](https://x.com/livingdevops/status/1931685941275459792) 2025-06-08T12:13Z [----] followers, [----] engagements "Dear DevOps Engineers If your infra supports [--] users a single EC2 box and manual deploys will do If youre handling 10M requests a day youd better be thinking load balancers ASGs and rate limiting If one team pushes code once a week shell scripts and manual approvals might work If [--] engineers ship daily invest in CI/CD pipelines rollback strategies and policy gates If downtime breaks a low-traffic page a status page and were working on it is fine If downtime nukes revenue flows HA health checks circuit breakers and multi-AZs are mandatory If youre consuming infra basic terraform apply is" [X Link](https://x.com/livingdevops/status/1934192425595216039) 2025-06-15T10:13Z [----] followers, [----] engagements "The Kubernetes community is gearing up for thev1.34 release scheduled forAugust [--] [----] 🗓 This release promises significant enhancements that will boost scalability security and resource management. 🔹Dynamic Resource Allocation (DRA) goes GA DRA which provides a powerful API for device management is expected to become generally available. This means easier and more flexible device requests for workloads improving cluster efficiency. Features like partitionable devices and device taints are moving from alpha to beta enhancing workload scheduling and resource utilization. ⚙ 🔹Improved" [X Link](https://x.com/livingdevops/status/1934304694190387590) 2025-06-15T17:39Z [----] followers, [--] engagements "The Kubernetes community is gearing up for thev1.34 release scheduled forAugust [--] [----] This release promises significant enhancements that will boost scalability security and resource management. 🔹Dynamic Resource Allocation (DRA) goes GA DRA which provides a powerful API for device management is expected to become generally available. This means easier and more flexible device requests for workloads improving cluster efficiency. Features like partitionable devices and device taints are moving from alpha to beta enhancing workload scheduling and resource utilization. 🔹Improved Scheduler" [X Link](https://x.com/livingdevops/status/1934304928060645509) 2025-06-15T17:40Z [----] followers, [---] engagements "Preparing for a DevOps Engineer tech interview Just knowing Docker isn't enough You'll need to automate orchestrate and scale infrastructure under pressure. Here are [--] topics that you must learn 👇 [--]. Infrastructure as Code (IaC) Terraform CloudFormation Ansible - provision version and manage infrastructure declaratively handle state drift and secrets. [--]. CI/CD Pipeline Design Jenkins GitHub Actions GitLab CI - build automated pipelines artifact management deployment strategies (blue-green canary rolling). [--]. Container Orchestration Kubernetes fundamentals: pods services ingress persistent" [X Link](https://x.com/livingdevops/status/1934542885791166555) 2025-06-16T09:25Z [----] followers, [----] engagements "DevOps & Cloud folks 👉 heres a handy Port Number Cheat Sheet From SSH to Kubernetes it covers key ports for debugging CI/CD and deployments. Perfect for daily use interviews and quick team lookups. 🔧🧠" [X Link](https://x.com/livingdevops/status/1934543482993184781) 2025-06-16T09:28Z [----] followers, [----] engagements "Learn AWS Lambda by building [--] real-world DevOps projects [--]. Building a production Lambda function that monitors IAM access keys and sends automated email alerts using boto3 and AWSSES. [--]. Learn how to deploy a practical EC2 auto-tagging solution on AWS Lambda while mastering fundamental serverless concepts [--]. Deploy AWS Lambda Function with Terraform and S3 Trigger to rearrange the files by year/month/day folders. 👇Blog links are in comments" [X Link](https://x.com/livingdevops/status/1934925950405468269) 2025-06-17T10:47Z [----] followers, 13K engagements "3 Blog posts that will teach you AWS Lambda by building real-world use cases [--]. AWS Lambda tutorial [--] - Lambda with AWS console [--]. AWS Lambda tutorial [--] - Lambda with terraform ses python and cron [--]. AWS Lambda tutorial [--] - Lambda with terraform and s3 trigger https://livingdevops.com/devops/terraform-to-deploy-aws-lambda-function-with-s3-trigger/ https://livingdevops.com/devops/aws-lambda-tutorial-python-terraform/ https://livingdevops.com/aws/a-complete-guide-to-aws-lambda-with-real-world-use-case/ https://livingdevops.com/devops/aws-lambda-tutorial-python-terraform/" [X Link](https://x.com/livingdevops/status/1934925953119211802) 2025-06-17T10:47Z [----] followers, [---] engagements "3 Blog posts that will teach you AWS Lambda by building real-world use cases [--]. AWS Lambda tutorial [--] - Lambda with AWS console [--]. AWS Lambda tutorial [--] - Lambda with terraform ses python and cron [--]. AWS Lambda tutorial [--] - Lambda with terraform and s3 trigger https://livingdevops.com/devops/terraform-to-deploy-aws-lambda-function-with-s3-trigger/ https://livingdevops.com/devops/aws-lambda-tutorial-python-terraform/ https://livingdevops.com/aws/a-complete-guide-to-aws-lambda-with-real-world-use-case/ https://livingdevops.com/devops/aws-lambda-tutorial-python-terraform/" [X Link](https://x.com/livingdevops/status/1934926230005879212) 2025-06-17T10:48Z [----] followers, [----] engagements "Basic servers type everyone should know. 👉As a Devops engineer you cannot skip fundamentals. Basic Server Types ✔ Origin Server: The main content source that edge servers fetch from to serve users faster ✔ DNS Server: Translates domain names (like into IP addresses so browsers know where to connect ✔ File Server: Stores and shares files across a network letting multiple users access centralized data storage ✔ Mail Server: Handles sending receiving and storing emails using SMTP protocols across the internet ✔ Web Server: Processes HTTP requests from browsers and serves web pages often through" [X Link](https://x.com/livingdevops/status/1935228781737779240) 2025-06-18T06:51Z [----] followers, [----] engagements "The Complete DevOps Engineer Roadmap (2025 Edition) 👉 Step-1: Learn Linux Fundamentals Master command line file systems process management and shell navigation 👉 Step-2: Master Git and Version Control Learn branching merging rebasing and collaborative workflows 👉 Step-3: Understand Networking Basics TCP/IP DNS HTTP/HTTPS load balancing firewalls and network troubleshooting 👉 Step-4: Learn Scripting (Bash Python) Automate repetitive tasks and build deployment scripts 👉 Step-5: Master CI/CD Concepts Jenkins GitLab CI GitHub Actions - build automated pipelines for testing and deployment 👉" [X Link](https://x.com/livingdevops/status/1935622198141555165) 2025-06-19T08:54Z [----] followers, 11.3K engagements "DevOps is dead - Ai agents will be managing your Kubernetes clusters. - Infrastructure-as-Code will be fully automated - CI/CD pipelines will be built by AI I've been hearing these dramatic predictions since ChatGPT launched. After [---] years of actually using AI tools in my daily work I can tell you this: the reality is very different from the headlines. Yes AI can write Terraform code kubernetes manifest basic pipelines and scripts people already posted in github stack overflow. But try getting it to: - Debug a complex Kubernetes networking issue - Handle multi-region failover scenarios -" [X Link](https://x.com/livingdevops/status/1935762730427765163) 2025-06-19T18:12Z [----] followers, 14.3K engagements "@grok what do you think Care to offer your opinion on this" [X Link](https://x.com/livingdevops/status/1935794346621862253) 2025-06-19T20:18Z [----] followers, [---] engagements "You have been learning DevOps all wrong - Stop learning Linux and start using it. -Stop learning git start using it. - Stop learning cloud start using it. - Stop learning Terraform start using it. - Stop learning Docker start using it. - Stop learning GitHub Actions start using it. - Stop learning Kubernetes start using it. - Stop learning Python start using it. No matter how many tutorials you watch unless you start using the tools it wont make much difference. 👉You Learn DevOps by doing it and that is the only way Get hands on from the day 1" [X Link](https://x.com/livingdevops/status/1935939538481774677) 2025-06-20T05:55Z [----] followers, [----] engagements "Indian Middle class boy/girl Salary credited🥳. Happy🤗. Saw his mom washing clothes by hand🥺. Removed PS5 from list and added washing machine. Asked his father what happened It's so hot outside son. And while riding scooter stopped moving🥺. Removed Sports bike from list and added family car🚗. Mom mentioned your father is tired now🥺. Removed world tour from list and added own house🏠. I know these are everyone's duty. So let's be more strong and fulfill all the dreams of your parents. It will give you real happiness to see your parents smiling❣. Ps. Its not written by me but i can totally" [X Link](https://x.com/livingdevops/status/1936023166033215970) 2025-06-20T11:27Z [----] followers, [----] engagements "Things people do wrong when they start their journey to DevOps: 👉 Jump straight into chasing certs - Think badges will land them jobs - Skip practical experience 👉 Overwhelm themselves with infinite tools - Try to learn Docker K8s Terraform Ansible all at once - Get paralyzed by the endless ecosystem 👉 Skip the fundamentals - Dont understand basic networking Linux or cloud concepts - Jump to advanced tools without knowing basics 👉 Just watch videos and dont get hands dirty - Consume endless tutorials - Never actually break and fix things 👉 Focus only on the technical side - Ignore" [X Link](https://x.com/livingdevops/status/1936683377895116878) 2025-06-22T07:11Z [----] followers, [----] engagements "Had a great session with a wonderful audience and speakers. It was my first space call and I enjoyed it more than I thought I would. For those who couldn't join use this recording. https://x.com/i/spaces/1nAKEgZeXLYJL https://x.com/i/spaces/1nAKEgZeXLYJL" [X Link](https://x.com/livingdevops/status/1936827304178839976) 2025-06-22T16:43Z [----] followers, [---] engagements "The gap between DevOps tutorials and production reality is massive. Most candidates can explain Docker basics but freeze when asked about real-world disasters. Here are [--] questions that reveal whos actually fought production fires vs whos just watched YouTube videos: 👉 You deploy on Friday afternoon and traffic drops 30% with no error alerts. Your CEO is asking questions. Whats your investigation process 👉 Design a backup strategy for a distributed database that processes 50TB daily while maintaining ACID compliance across regions 👉 Your entire CI/CD pipeline was compromised and malicious" [X Link](https://x.com/livingdevops/status/1937369525101498834) 2025-06-24T04:37Z [----] followers, [----] engagements "Cloud and Kubernetes certifications are the least useful thing i see in [----]. Most certifications rely on the memorising bunch of services and most can pass these by just going through dumps available. The best devops engineers I know have least certs" [X Link](https://x.com/livingdevops/status/1937369916560064638) 2025-06-24T04:39Z [----] followers, [----] engagements "If you are not paying $20 to use at least one of the AI tool now. You will pay a much bigger price for not using them soon" [X Link](https://x.com/livingdevops/status/1937370627465424902) 2025-06-24T04:42Z [----] followers, [---] engagements "Having conducted many DevOps interviews let me share what really matters when it comes to Terraform questions. 👉1) What happens if your state file is accidentally deleted ✅Answer: Terraform loses track of managed infrastructure. On next apply it attempts to recreate everything causing duplicates or failures. Recovery requires manual imports or restoring backups. Always enable versioning on S3 state storage. 👉2) How do you handle large-scale refactoring without downtime ✅Answer: Use "terraform state mv" to rename resources without destroying them. Control changes with targeted applies. Split" [X Link](https://x.com/livingdevops/status/1937403040211857693) 2025-06-24T06:50Z [----] followers, [----] engagements "Want to get better in Devops 👉Join my Devops community on discord: https://livingdevops.com/devops/20-scenario-based-terraform-questions-with-answers-for-devops-interviews/ https://livingdevops.com/devops/20-scenario-based-terraform-questions-with-answers-for-devops-interviews/" [X Link](https://x.com/livingdevops/status/1937414991499403356) 2025-06-24T07:38Z [----] followers, [---] engagements "As a devops engineers we all use nginx for one or another purpose. But most dont understand how powerful Nginx really is. This cheat sheet(From X) will help you understand Nginx" [X Link](https://x.com/livingdevops/status/1937716253050765696) 2025-06-25T03:35Z [----] followers, 16.2K engagements "Set a reminder for my upcoming Space Topic: The Best Cloud Platform to Start Your DevOps Journey https://x.com/i/spaces/1mrGmPQboDBKy https://x.com/i/spaces/1mrGmPQboDBKy" [X Link](https://x.com/livingdevops/status/1937920426262536283) 2025-06-25T17:06Z [----] followers, [----] engagements "The moment you mention in a Devops interview expect a deep dive Here are [--] Kubernetes questions I was asked that dive into architecture troubleshooting and real-world decision-making: [--]. Your pod keeps getting stuck in CrashLoopBackOff but logs show no errors. How would you approach debugging and resolution [--]. You have a StatefulSet deployed with persistent volumes and one of the pods is not recreating properly after deletion. What could be the reasons and how do you fix it without data loss [--]. Your cluster autoscaler is not scaling up even though pods are in Pending state. What would you" [X Link](https://x.com/livingdevops/status/1938116459017769032) 2025-06-26T06:05Z [----] followers, 18.3K engagements "Your GitHub Actions Secrets Are the Weakest Link in Your AWS SecurityChain Are you still using AWS access keys and secrets to authenticate your GitHub Actions with AWS in [----] Please don't. Unless you want to wake up someday with [----] GPU machines mining Bitcoin in your account at your expense footing a million-dollar bill. You might be just one exposed GitHub secret away from an AWS billing catastrophe. Read this post to learn how to enable keyless auth between AWS and Github Action with terraform" [X Link](https://x.com/livingdevops/status/1938201912194572600) 2025-06-26T11:45Z [----] followers, [----] engagements "https://livingdevops.com/aws/step-by-step-guide-to-setting-oidc-for-github-actions-workflows-with-aws-using-terraform/ https://livingdevops.com/aws/step-by-step-guide-to-setting-oidc-for-github-actions-workflows-with-aws-using-terraform/" [X Link](https://x.com/livingdevops/status/1938205979960586606) 2025-06-26T12:01Z [----] followers, [---] engagements "Stop hunting Python dependencies generate requirements.txt on the fly As a DevOps engineer I frequently collaborate with multiple teams diving into various projects and repositories. One common challenge I face is encountering Python code without a requirements.txt file. Every time I run such code I need to figure out and manually install the necessary dependencies. I found it a waste of time and effort. I am sure you guys also feel the same way. So I dug around did some Google searches experimented with a few tools and found many good ones. My favorites are pipreqs and pigar. In this blog" [X Link](https://x.com/livingdevops/status/1938266304655315175) 2025-06-26T16:01Z [----] followers, [----] engagements "Everyone says DevOps isn't for freshers. But here's a secret: there's always a way in if you're smart about it. Here's what worked for others: Start small but start right: Get really good with Linux - it's the foundation of everything Pick one cloud (AWS is popular) and actually build stuff in it Learn to automate basic tasks with Python or shell scripts Use Git daily - even for personal stuff Play around with Docker on your laptop Make it real: Set up a mini server at home Build something you'll actually use Write about what you learn Help out on open-source projects Make friends with DevOps" [X Link](https://x.com/livingdevops/status/1938482507625709979) 2025-06-27T06:20Z [----] followers, [--] engagements "Everyone says DevOps isn't for freshers. But here's a secret: there's always a way in if you're smart about it. Here's what worked for others: Start small but start right: Get really good with Linux - it's the foundation of everything Pick one cloud (AWS is popular) and actually build stuff in it Learn to automate basic tasks with Python or shell scripts Use Git daily - even for personal stuff Play around with Docker on your laptop Make it real: Set up a mini server at home Build something you'll actually use Write about what you learn Help out on open-source projects Make friends with DevOps" [X Link](https://x.com/livingdevops/status/1938484302552944796) 2025-06-27T06:27Z [----] followers, [----] engagements "Some things in DevOps are so obvious: - Docker contains everything - Kubernetes makes simple things complicated - Prometheus promises to alert you about everything - Grafana shows you pretty graphs of your pain - ArgoCD argues with your deployments constantly - VS Code codes your life away - Istio tangles your service mesh dreams - Redis is ready to cache your mistakes - Nginx engines never fail you What else would you include" [X Link](https://x.com/livingdevops/status/1938552305420296449) 2025-06-27T10:57Z [----] followers, [----] engagements "🚨 Stop wasting hours on manual AWS Lambda dependency management I used to spend 2-3 hours EVERY TIME I needed to update Python packages for Lambda functions. Manual zip creation platform compatibility issues and version tracking nightmares. Sound familiar Then I built an automation system with Terraform + GitHub Actions that: ✅ Eliminates 95% of manual work (2-3 hours [--] minutes) ✅ Handles Linux compatibility automatically ✅ Manages cross-account layer sharing ✅ Integrates security scanning ✅ Tracks versions in Git ✅ Scales across entire teams The setup took me a weekend. The time savings" [X Link](https://x.com/livingdevops/status/1938577381029036220) 2025-06-27T12:37Z [----] followers, [----] engagements "AWS Lambda Layers Automation: How I Saved My Team Months of Manual Work https://livingdevops.com/terraform/aws-lambda-layers-automation-terraform-github-action/ https://livingdevops.com/terraform/aws-lambda-layers-automation-terraform-github-action/" [X Link](https://x.com/livingdevops/status/1938577698671988987) 2025-06-27T12:38Z [----] followers, [---] engagements "Docker packages your application so it runs anywhere. Kubernetes manages and runs these packaged applications at scale. Service Mesh adds extra features to your applications like secure connections monitoring and smooth startups. Feature Flags let you release new features gradually and safely. Terraform helps you manage infrastructure through code instead of manual changes. GitHub Actions/Jenkins automates your application's journey from development to production. Prometheus Grafana Loki and eBPF work together to show you important metrics about your applications. Cloud providers give you" [X Link](https://x.com/livingdevops/status/1938960408163082259) 2025-06-28T13:59Z [----] followers, [----] engagements "How Linux🐧 works from pressing power button to final screen❓ Here's a breakdown of the key components and processes involved 🐧 Power On ⚡ This signifies the start of the process when the computer is powered on. 🐧 BIOS (Basic Input/Output System) & ROM (Read-Only Memory) 💻 hashtag#BIOS is a firmware program stored in the ROM chip. It performs a Power-On Self Test (POST) to check the basic functionality of the system hardware and then loads the bootloader. 🐧 Boot Loader 🔄 The bootloader is a small program that loads hashtag#Linux 🐧 kernel from the hard disk into memory. 🐧 Master Boot" [X Link](https://x.com/livingdevops/status/1939001797752004970) 2025-06-28T16:43Z [----] followers, [----] engagements "This is the first resource I used when I learned Python back in [----]. - Brain-friendly visual approach - Real projects not boring theory - Clear notes that make Python fun - Perfect for complete beginners After reading this book I built my first Python projects and it helped me get into DevOps. If you want me to share the free ebook let me know in the comments" [X Link](https://x.com/livingdevops/status/1939265455140552739) 2025-06-29T10:11Z [----] followers, 28.1K engagements "Just wrapped up an insightful discussion on "AWS vs Azure vs GCP - Which Cloud Should You Start With on Your DevOps Journey" 🔥 Key insights covered: - AWS: Most jobs (150K+) but high competition. Best resources community & 1-year free tier - Azure: 25% market share 50K+ jobs gaining fastest traction. 80% of Fortune [---] use it. Perfect for Windows stack hybrid cloud & internal switches - GCP: Fewer jobs but HIGHEST paying ($175K avg). Ideal for data/AI professionals 🎯 Which to choose: ✅ Data/AI focus GCP ✅ Windows ecosystem/internal switch/enterprise Azure ✅ Most resources & community" [X Link](https://x.com/livingdevops/status/1939375820306538617) 2025-06-29T17:30Z [----] followers, [----] engagements "In my DevOps bootcamp today we built a complex project on AWS ECS. AWS + Terraform + GitHub Actions + multi-environment setup 🏗 Architecture Overview: Application Stack: Flask + Nginx + Redis microservices Container Orchestration: ECS Fargate for [--] services Service Mesh: ECS Service Connect for inter-service communication Load Balancing: ALB with HTTPS listener DNS & SSL: Route53 + ACM for domain management Database: RDS PostgreSQL in private subnets Caching: Redis for session management & caching 🔐 Security & Best Practices: ✅ Multi-AZ deployment across [--] availability zones ✅ Private" [X Link](https://x.com/livingdevops/status/1939382389597430078) 2025-06-29T17:56Z [----] followers, 13.2K engagements "Now we have @dhruv_rathee teach AI masterclass. And its sold out. Really I feel for people who would want to learn AI from him 😂. Anyway isnt he making enough money by bashing Indian politicians industrialists and all that now he needs to pretend to teach something he has no idea about. Knowing how to ChatGPT doesnt make you eligible to teach AI" [X Link](https://x.com/livingdevops/status/1939708564391764067) 2025-06-30T15:32Z [----] followers, [---] engagements "A lot of people ask me which cloud platform to start learning DevOps: AWS Azure GCP ❓ 👉Let me break it down simply: 🟠 AWS (Amazon Web Services) - 32-35% market share - AWS has the most job opportunities but also the most competition. - AWS has been around the longest there are more skilled professionals in the market making it harder to stand out. - It offers the best learning resources with high-quality tutorials real projects and active Reddit communities. - 1-year free tier gives you plenty of time to learn without spending money. - Strong community support makes it easy to find help" [X Link](https://x.com/livingdevops/status/1939938160600871140) 2025-07-01T06:44Z [----] followers, [----] engagements "Preparing for a DevOps Interview Here are some of the best resources featuring advanced scenario-based DevOps interview questions with detailed answers. Check comments for resources" [X Link](https://x.com/livingdevops/status/1940031891945791802) 2025-07-01T12:57Z [----] followers, 12.1K engagements "Best resources for your next DevOps interview. 👉 Advanced Kubernetes questions with answers ☑ 👉 Advanced Terraform questions with answers ☑ 👉 Scenario-based DevOps questions with answers ☑ 👉 Kubernetes troubleshooting questions with answers: ☑ https://livingdevops.com/devops/10-real-world-kubernetes-troubleshooting-scenarios-and-solutions/ https://livingdevops.com/devops/most-asked-scenario-based-advanced-questions-with-answers-for-devops-interviews/ https://livingdevops.com/devops/20-scenario-based-terraform-questions-with-answers-for-devops-interviews/" [X Link](https://x.com/livingdevops/status/1940031894956937613) 2025-07-01T12:57Z [----] followers, [----] engagements "They say: Terraform is written in Go - Learn Go Kubernetes is written in Go - Learn Go Docker is written in Go - Learn Go Grafana is written in Go - Learn Go Prometheus is written in Go - Learn Go Do I need to learn Go as a DevOps engineer" [X Link](https://x.com/livingdevops/status/1940354363324862898) 2025-07-02T10:18Z [----] followers, [----] engagements "❌AI cannot replace good DevOps engineers. ❎Not Today. Not this year. ❎Not [--] years later. 👉But it can surely help you learn 10x faster. If you are not using AI tools to learn fast Or not using them to improve your workflow you're limiting your productivity. You missing out. No its not just FOMO. You will be replaced by those who use AI tools are skilled in many tools have great fundamentals and can solve complex problems. You think i am wrong Change my opinion in comments 👇" [X Link](https://x.com/livingdevops/status/1940447964712812661) 2025-07-02T16:30Z [----] followers, [----] engagements "Your Terraform is Broken (Here's How to Fix It) I have audited 100+ code bases and 80% of them were filled with bad practices unmaintainable code. The worst one A 3200-line file that controlled an entire company's infrastructure. Finding a single resource took [--] minutes. The developer who wrote it had left [--] months earlier. No documentation. No comments. Just digital chaos. The [--] Mistakes Killing Your Terraform Monster files everywhere - Everything crammed into like a digital junk drawer. Good luck finding anything. Copy-paste infrastructure - Same VPC config repeated [--] times across" [X Link](https://x.com/livingdevops/status/1940502027454361824) 2025-07-02T20:05Z [----] followers, [----] engagements "PWC Interview experience for Senior DevOps Engineer role Round 1: Screening Round (30 minutes) - Walk me through your current project architecture and your role in it. - Which DevOps tools have you worked with in the last [--] years - What AWS services have you used in production - Explain the difference between EC2 and ECS. - How do you expose a Kubernetes application to external traffic - What is the purpose of a NAT Gateway - How do you check running processes in Linux - What command would you use to find files larger than 100MB - What is the difference between Deployment and StatefulSet in" [X Link](https://x.com/livingdevops/status/1940747791300460559) 2025-07-03T12:21Z [----] followers, 25.7K engagements "Last weekend I had an interesting discussion with a friend who's managing a Kubernetes setup with 200+ microservices. 👉 They were facing two major challenges: - Service latency under heavy internal traffic - Pressure to reduce cloud costs especially around cross-AZ traffic on AWS 👉Their production setup looked like this: - kube-proxy handling service-to-pod traffic - Cilium already in place for network policy encryption observability load balancing and pod-to-pod/node-to-node networking While Id been exploring Cilium recently I asked a simple question: "You're already using Cilium for" [X Link](https://x.com/livingdevops/status/1940970601595666910) 2025-07-04T03:07Z [----] followers, [----] engagements "Originally written by Amarnath Ojha https://www.linkedin.com/posts/activity-7344097382743101440-bMztutm_source=share&utm_medium=member_ios&rcm=ACoAAB690QMBceXKhjF5d7kRCxpyZSUXI6dgGT0 https://www.linkedin.com/posts/activity-7344097382743101440-bMztutm_source=share&utm_medium=member_ios&rcm=ACoAAB690QMBceXKhjF5d7kRCxpyZSUXI6dgGT0" [X Link](https://x.com/livingdevops/status/1940970967809094132) 2025-07-04T03:08Z [----] followers, [---] engagements "@grok can you summarise the post in [--] lines" [X Link](https://x.com/livingdevops/status/1940973383224864872) 2025-07-04T03:18Z [----] followers, [---] engagements "I feel reddit is a great platform to learn things. I have been following Devops ans AWS sub-Reddits for a long time and I learn great stuff everyday" [X Link](https://x.com/livingdevops/status/1941206684476768497) 2025-07-04T18:45Z [----] followers, [----] engagements "@jayg2309 In Devops and cloud space I highly recommend these sub reddits https://www.reddit.com/r/googlecloud/s/DIC1i8N4xg https://www.reddit.com/r/AZURE/s/OMC0ZBG6ht https://www.reddit.com/r/devops/s/jOWNxXma7s https://www.reddit.com/r/aws/s/qeAsgTIS2I https://www.reddit.com/r/googlecloud/s/DIC1i8N4xg https://www.reddit.com/r/AZURE/s/OMC0ZBG6ht https://www.reddit.com/r/devops/s/jOWNxXma7s https://www.reddit.com/r/aws/s/qeAsgTIS2I" [X Link](https://x.com/livingdevops/status/1941228913298186349) 2025-07-04T20:13Z [----] followers, [---] engagements "The biggest problem I see with junior DevOps engineers 👉They're terrified of asking "dumb" questions. You'll stare at failing pipelines for two hours when a 30-second teams/slack message could have fixed it. You'll rebuild an entire Kubernetes cluster when someone could have told you it was just a misconfigured label. You'll debug cloud permissions for days when your senior already solved this exact issue last month. No one on your team cares if your question seems basic. We care when production goes down because you were too proud to ask why your Terraform module wasn't working. Normalize" [X Link](https://x.com/livingdevops/status/1941784060675657801) 2025-07-06T08:59Z [----] followers, [----] engagements "Learning Kubernetes with AWS EKS can be 100% practical and 100% project-based. 👉 I've created a comprehensive two-part guide to help you deploy a complete 3-tier application (React Flask PostgreSQL) on AWS EKS with everything needed for production environments. ✅ Here's what you'll learn across these blog posts: - Setting up an EKS cluster with managed node groups - Configuring private RDS PostgreSQL instances with service discovery - Deploying frontend and backend applications as Kubernetes deployments - Managing secrets configs and database migrations properly - Setting up AWS Load" [X Link](https://x.com/livingdevops/status/1941785327124750702) 2025-07-06T09:04Z [----] followers, [----] engagements "I feel Reddit is a great platform to learn Cloud and Devops. While all platform is filled with AI generated content Reddit shines out as a gold of real human knowledge. I have been following Devops ans AWS sub-Reddits for a long time and I learn great stuff everyday. I highly recommend these sub reddits http://reddit.com/r/googlecloud/ http://reddit.com/r/AZURE/s/OMC0 http://reddit.com/r/devops/s/jOW http://reddit.com/r/aws/s/qeAsgT http://reddit.com/r/googlecloud/ http://reddit.com/r/AZURE/s/OMC0 http://reddit.com/r/devops/s/jOW http://reddit.com/r/aws/s/qeAsgT" [X Link](https://x.com/livingdevops/status/1941819914819371371) 2025-07-06T11:21Z [----] followers, [----] engagements "10 points you must remember while working with AWS Lambda - Keep functions small and single-purpose - Use secret manager for secrets if you need them - Avoid Lambda for long running tasks - Use environment variables for config instead of hardcoding in code. - Avoid deploying large package sizes use layers for dependencies. - Implement proper error handling and retries - Set timeouts wisely to avoid runaway costs - Leverage concurrency limits to protect downstream systems - Monitor with CloudWatch and enable logging 👉 10th point is for you to suggest" [X Link](https://x.com/livingdevops/status/1942051675419574369) 2025-07-07T02:42Z [----] followers, [---] engagements "Do you think we will have less jobs due to AI advancement GitHub CEO think otherwise. He said Smartest Companies Will Hire More Software Engineers Not Less" [X Link](https://x.com/livingdevops/status/1942068803770175599) 2025-07-07T03:50Z [----] followers, [---] engagements "GitHub CEO Thomas Dohmke says the companies that best leverage artificial intelligence won't use it to replace human developers but instead will dramatically increase their engineering hiring to capitalize on AI-enhanced productivity gains" [X Link](https://x.com/livingdevops/status/1942102124696899797) 2025-07-07T06:03Z [----] followers, [---] engagements "Stop paying huge AWS bills ✅AWS cost hacks every Devops Cloud engineer must know 👉 Right-Size Your Infrastructure - Right-size EC2 instances - Match instance types to actual workload requirements - Use Spot Instances where possible for fault-tolerant workloads - Purchase Reserved Instances or Savings Plans for predictable workloads - Use Auto Scaling to handle variable workloads efficiently - Switch to Graviton-based instances for better price-performance 👉 Clean Up Storage & Data - Delete unused EBS volumes and snapshots - Review and remove orphaned storage - Remove 5-year-old S3 buckets" [X Link](https://x.com/livingdevops/status/1942216946591674475) 2025-07-07T13:39Z [----] followers, [----] engagements "@robert_fenney @heyleitz I think its not about pages. Designer should be able to relate this logo with the business branding decision. If he cant explain his design approach then he shouldnt be paid even $5" [X Link](https://x.com/livingdevops/status/1942551086394458424) 2025-07-08T11:47Z [----] followers, [--] engagements "If youre a DevOps engineer and your company hands you a ThinkPad instead of a proper MacBook run away. Theyre telling you they dont value your productivity. DevOps is painful enough without adding make Windows behave like a proper development environment to your daily grind" [X Link](https://x.com/livingdevops/status/1942565627417231592) 2025-07-08T12:45Z [----] followers, [----] engagements "Working on a multi cloud environments Here is the Terraform file structure used by most professionals. Terraform projects structure for 👉 Multi cloud projects 👉 Multi environments setup ✅This file structure is a simple way of organising terraform config for multi-cloud multi-environments configuration and perfect for Terraform beginners. 👉 For a better scalable and dry https://t.co/CxLXOw7Qry Terraform projects structure for 👉 Multi cloud projects 👉 Multi environments setup ✅This file structure is a simple way of organising terraform config for multi-cloud multi-environments" [X Link](https://x.com/livingdevops/status/1943054082392134015) 2025-07-09T21:06Z [----] followers, [---] engagements "@Narutozumakicn1 Reminder certainly help for these things but sometimes you ignore a few emails and procrastinated. Monday you login and bamm. Everyone one complaining on slack" [X Link](https://x.com/livingdevops/status/1943055471201653195) 2025-07-09T21:11Z [----] followers, [--] engagements "Please. Please. Please ❌Never start learning cloud( AWS GCP Azure) from cert based courses. First learn how to use them get hired. Then you can think about certs" [X Link](https://x.com/livingdevops/status/1943221025086546038) 2025-07-10T08:09Z [----] followers, [---] engagements "I see people make this mistakes They start learning cloud with cert focused courses. Those course teach you nothing. You will just waste [--] month in course and another preparing for cert. And you still dont know how to use AWS in real projects" [X Link](https://x.com/livingdevops/status/1943221830736834570) 2025-07-10T08:12Z [----] followers, [---] engagements "Which one paid better Devops engineer SRE or Cloud engineer" [X Link](https://x.com/livingdevops/status/1943244411766522156) 2025-07-10T09:42Z [----] followers, [---] engagements "Please. Please. Please ❌ Never start learning cloud (AWS GCP Azure) from certification-based courses. I see people make this mistake all the time. They start learning cloud with cert-focused courses. Those courses teach you nothing. You will just waste [--] month in course and another preparing for cert. And you still don't know how to use AWS in real projects. People don't get hired just based on certs in [----]. Companies want knowledge and skills using the cloud DevOps tools in the real world. ✅ First learn how to use them and get hired. Then you can think about certs. You want to learn AWS" [X Link](https://x.com/livingdevops/status/1943271282461540810) 2025-07-10T11:29Z [----] followers, [----] engagements "In August I am going to do [--] real-world projects based Devops bootcamps. - one with GCP - one with AWS And both of them have 2-3 AIOps projects along with Devops Devsecops and Finops projects. And you will learn the projects we do as devops engineer working for major companies. Stay tuned for details" [X Link](https://x.com/livingdevops/status/1943309964048560286) 2025-07-10T14:02Z [----] followers, 15.3K engagements "What is wrong with @X bot based content moderation. It flags genuine content as spam. This is what happens when you overly rely on AI. @xai Someone made a very genuine comment on my post and it got flagged as spam. And this is not the first time" [X Link](https://x.com/livingdevops/status/1943594657880957104) 2025-07-11T08:54Z [----] followers, [---] engagements "If you are planning to get into DevOps in [----] then do this: 👉Learn GitHub Actions instead of Jenkins: seamless integration with the code repository security tooling and higher industry adoption. 👉 Learn Terraform instead of cloud-specific IAC tools (AWS CloudFormation Azure ARM): manage multi-cloud infrastructure with one tool. 👉 Learn Loki + Grafana instead of Datadog: cost-effective open-source log aggregation and visualization. 👉 Choose Kubernetes over Swarm: the industry standard for container orchestration. 👉 Prefer Prometheus over Nagios: powerful query language and Kubernetes" [X Link](https://x.com/livingdevops/status/1943650636798599399) 2025-07-11T12:36Z [----] followers, 11K engagements "Shell script that monitors your system disk space stores logs sends alerts when storage hits dangerous levels and auto-cleans temp files to prevent server crashes. 👇Check comments for link to detailed script and documentation" [X Link](https://x.com/livingdevops/status/1943962706496663866) 2025-07-12T09:16Z [----] followers, 19.4K engagements "🚨 Breaking:AWS just killed the 12-month Free Tier (effective July [--] 2025) Whats happening: 12-month free tier Credit-based system ($100 signup + $100 onboarding) New Free Plan = [--] months max OR until credits run out Account auto-closes if you dont upgrade to Paid Plan The deadline: Sign up BEFORE July [--] = Keep old 12-month free tier Sign up AFTER July [--] = New credit system only If you want the classic AWS free experience you have days to create your account. This is the biggest AWS Free Tier change in years. Dont miss the window. Act now or pay later" [X Link](https://x.com/livingdevops/status/1944107343882727602) 2025-07-12T18:51Z [----] followers, [----] engagements "@Praveen96789 Signup before 15th july for [--] year AWS trail account" [X Link](https://x.com/livingdevops/status/1944119191138701635) 2025-07-12T19:38Z [----] followers, [---] engagements "Want a job in DevOps 👉Stop chasing certificates. Do this instead: Master Git. Not just push/pull. Handle merge conflicts merge rebase Pick one cloud. AWS Azure or GCP. Go deep not wide Live in YAML. Kubernetes Docker Compose Ansible. Youll debug indentation daily Build real CI/CD. Not tutorials. Actual pipelines that deploy real apps Deploy something public. A website people can visit beats any certificate Learn Infrastructure as Code. Terraform or plumini. Manual clicking is dead Get comfortable with Linux. SSH file permissions systemd services. Youll live in the terminal Think security" [X Link](https://x.com/livingdevops/status/1944319924601561308) 2025-07-13T08:56Z [----] followers, 14.7K engagements "@effiecancode For multi account setup you can use something like this. Just setup the account targeting with assume role or something you can have different aws profiles. https://github.com/akhileshmishrabiz/web-app-on-aws-ecs/infra https://github.com/akhileshmishrabiz/web-app-on-aws-ecs/infra" [X Link](https://x.com/livingdevops/status/1944495020385739251) 2025-07-13T20:31Z [----] followers, [--] engagements "If you change nothing nothing will change. Its a great feeling when you helped someone without even knowing. https://t.co/pQ3AED5dga Its a great feeling when you helped someone without even knowing. https://t.co/pQ3AED5dga" [X Link](https://x.com/livingdevops/status/1944642307954749678) 2025-07-14T06:17Z [----] followers, [---] engagements "I have written this shell script that monitors Docker containers for CPU usage memory consumption health status and response latency to prevent performance issues before they impact users. This script does: ✅ Real-time CPU and memory monitoring with configurable thresholds ✅ HTTP health checks and latency testing ✅ Container status and health verification ✅ Automatic alerts when metrics exceed limits ✅ Quick access to recent container logs ✅ One-click container restart functionality ✅ Continuous monitoring mode for production You will learn: Docker CLI integration and container inspection" [X Link](https://x.com/livingdevops/status/1944769464412864598) 2025-07-14T14:42Z [----] followers, [----] engagements "Most people don't use AWS built-in cost optimization recommendations. This is very helpful to identify possible cost optimizations for things like: EC2 instance right-sizing Unused volumes RDS cost optimization Inactive VPC endpoints Lambda cost reduction recommendations Unused Elastic IPs Old snapshots Navigate to: AWS Console Trusted Advisor Cost Optimization The same tool also flags security risks and performance bottlenecks. It's like having a free AWS consultant built into your account. @awscloud" [X Link](https://x.com/livingdevops/status/1945090673503559987) 2025-07-15T11:58Z [----] followers, [---] engagements "Your stateful Kubernetes services just broke after an upgrade As a DevOps engineer Ive seen this nightmare scenario destroy weekends in production. When StatefulSets fail post-upgrade every minute of downtime costs money. Heres my 7-step Kubernetes debugging playbook: 👉 Step 1: Verify the obvious 🔺 kubectl get pods -n namespace Are pods actually running 🔺 kubectl get statefulsets -n namespace Check replica counts 🔺 kubectl describe pod pod-name Look for crash loops or image pull errors 👉 Step 2: Hunt through Kubernetes events 🔺 kubectl get events --sort-by=.metadata.creationTimestamp" [X Link](https://x.com/livingdevops/status/1945361323552071773) 2025-07-16T05:54Z [----] followers, [----] engagements "Most Asked Scenario-Based DevOps Interview Questions with Answers 1) How do you manage different environments across the deployment pipeline ✅ Use Terraform workspaces with env-specific .tfvars files dedicated EKS clusters ArgoCD for GitOps and separate AWS accounts for prod/non-prod with cross-account access via Terraform. 2) How do you handle configuration management across environments ✅ Combine Terraform variables with Kubernetes ConfigMaps/Secrets store sensitive data in Vault validate config in CI/CD and expose infrastructure values via Terraform outputs that ArgoCD consumes. 3) What's" [X Link](https://x.com/livingdevops/status/1945415667580367346) 2025-07-16T09:30Z [----] followers, [----] engagements "Go dominate the modern DevOps landscape. 🐋 Docker is Go ☸ Kubernetes is Go ⚔Crossplane is Go 🛠 Terraform is Go 📈 Prometheus is Go 📊 Grafana is Go 🔐 HashiCorp Vault is Go 🚀 ArgoCD is Go 🎥 Tekton is Go 🛡 Istio is Go The backbone of modern DevOps tools is built with Go. its enabling the entire cloud-native ecosystem to scale effortlessly" [X Link](https://x.com/livingdevops/status/1945745818268696656) 2025-07-17T07:22Z [----] followers, [----] engagements "Devops was already tools heavy. And now we are asked to add more of them A bunch of LLM wrappers" [X Link](https://x.com/livingdevops/status/1946442229658325485) 2025-07-19T05:29Z [----] followers, [---] engagements "Remember when we complained about having too many DevOps tools Those were simpler times. Now every vendor is slapping AI-powered on their product like its some kind of magic sauce. Nothing says streamlined workflow like adding ChatGPT integrations to your Jenkins plugins that call your Terraform modules that provision your Kubernetes clusters that run your monitoring stack that alerts your AI assistant. We went from infrastructure as code to infrastructure as a conversation with a robot that may or may not hallucinate your entire production environment. But hey at least now our deployment" [X Link](https://x.com/livingdevops/status/1946456955931050109) 2025-07-19T06:27Z [----] followers, [--] engagements "DevOps was already tools heavy. And now we are adding a bunch of LLM wrappers to everything Because apparently what our 19-tool pipeline was really missing was an AI that can write YAML with confidence and debug with confusion. Nothing says streamlined workflow like adding ChatGPT integrations to your Jenkins plugins that call your Terraform modules that provision your Kubernetes clusters that run your monitoring stack that alerts your AI assistant. We went from infrastructure as code to infrastructure as a conversation with a robot that may or may not hallucinate your entire production" [X Link](https://x.com/livingdevops/status/1946458344744734729) 2025-07-19T06:33Z [----] followers, [----] engagements "Why 90% of DevOps Engineers Cant Debug a Simple Server Issue Every week I see someone with [--] years DevOps experience who can deploy to Kubernetes but freezes when asked to troubleshoot why a server is running slow. They know every Terraform module by heart but cant explain why their application randomly crashes at [--] AM. ❎DevOps isnt Docker commands and YAML files. ✅Its understanding systems at a fundamental level before you automate them. 👉The Foundation Most People Skip: How DNS actually resolves and why your service discovery fails Reading system metrics: CPU memory disk I/O and what they" [X Link](https://x.com/livingdevops/status/1946946606030573681) 2025-07-20T14:53Z [----] followers, 17.2K engagements "Senior DevOps Engineer Interview Experience - Big [--] Company 💼 Interview Process: Multi-round technical and behavioral assessment 👉Round 1: Coding Challenges 👈 - Design and implement a Terraform module for a multi-tier application infrastructure with proper state management - Write a shell script to automate log rotation and system cleanup with error handling and notifications - Create a Python script for parsing and analyzing AWS CloudWatch metrics with data visualization 👉Round 2: Technical 👈 - Design a highly available scalable architecture for a microservices application on AWS with" [X Link](https://x.com/livingdevops/status/1947223986951139655) 2025-07-21T09:15Z [----] followers, 12.8K engagements "Someone I know replaced $100k worth of vendor tools with free CNCF alternatives. The platform got simpler. The team got happier. Here are the six tools that transformed everything: [--] Backstage Replaced ServiceNow. Developers actually use it. Because it's built for them. [--] Crossplane Killed Terraform Cloud K8s-native infrastructure. One language for everything. [--] Falco Ditched CrowdStrike Caught the crypto miner their paid tool missed. [--] OpenTelemetry Goodbye DataDog Same insights. Zero vendor lock-in. [--] Flux Replaced Jenkins (Deployment time: 2hr 10min) GitOps that junior devs can debug. 6" [X Link](https://x.com/livingdevops/status/1947623622723469568) 2025-07-22T11:43Z [----] followers, [----] engagements "Ditched paid DevOps tools with open source ones and saved $1000k Someone I know replaced $100k worth of vendor tools with free CNCF alternatives. The platform got simpler. The team got happier. Here are the six tools that transformed everything: [--] Backstage Replaced ServiceNow. Developers actually use it. Because it's built for them. Someone I know replaced $100k worth of vendor tools with free CNCF alternatives. The platform got simpler. The team got happier. Here are the six tools that transformed everything: [--] Backstage Replaced ServiceNow. Developers actually use it. Because it's built" [X Link](https://x.com/livingdevops/status/1947626478239113661) 2025-07-22T11:55Z [----] followers, [---] engagements "Most people think DevOps means "I know AWS Jenkins Kubernetes and Docker" then wonder why they can't land a job or excel in their role. Here's the reality check you need Excelling at DevOps is not: ❌ Memorizing kubectl commands from Stack Overflow ❌ Having AWS certifications but never touching production ❌ Calling yourself "Senior" after [--] months with Jenkins ❌ Being the person everyone pings at 3AM for outages ❌ Building complex systems that only you understand 👉 Companies don't need human documentation or personal heroes. They need systems that work without you. Real DevOps excellence is" [X Link](https://x.com/livingdevops/status/1947871388531888258) 2025-07-23T04:08Z [----] followers, 10.8K engagements "KPMG Interview Experience Compensation: 35L Role: Senior DevOps Engineer(8-10 years) 👉Round 1: Coding Challenges 👈 - Design and implement a Terraform module for a multi-tier application infrastructure with proper state management - Write a shell script to automate log rotation and system cleanup with error handling and notifications - Create a Python script for parsing and analyzing AWS CloudWatch metrics with data visualization 👉Round 2: Technical 👈 - Design a highly available scalable architecture for a microservices application on AWS with auto-scaling and disaster recovery - Explain" [X Link](https://x.com/livingdevops/status/1948293812251472202) 2025-07-24T08:06Z [----] followers, 27.6K engagements "- You've watched every 'DevOps Zero to Hero' video out there. - You've completed multiple Udemy courses. Yet somehow those interview rejections keep coming. Watching someone deploy a simple app to AWS or set up a basic Jenkins pipeline isn't enough. Real DevOps is messy. It's: - That [--] AM production issue where your EKS cluster is throwing mysterious errors - Figuring out why your Terraform state is locked after a failed deployment - Debugging why your microservices can't communicate despite following all the 'tutorial steps' - Dealing with configuration conflicts that no YouTube video ever" [X Link](https://x.com/livingdevops/status/1948406959406825520) 2025-07-24T15:36Z [----] followers, [----] engagements "If I Were to Start Learning DevOps From Zero This Is How I Would Have Done It 🫵Here is the 6-month no-bullshit roadmap ✅ Month 1: Linux Networking Shell Scripting and Git Learn Linux commands (ls cd grep find) file permissions and process management. Master networking basics including TCP/IP DNS load balancers and firewalls. Build shell scripting skills with variables loops and functions. Complete Git essentials - clone commit push pull branching and merging. ✅ Month 2: Cloud Platforms and Containerization Focus on AWS fundamentals - EC2 instances S3 storage VPC networking IAM roles and" [X Link](https://x.com/livingdevops/status/1949011585734713405) 2025-07-26T07:39Z [----] followers, [----] engagements "@sergeynazarovx Google is a cult. I would never say perplexity it or ChatGPT it" [X Link](https://x.com/livingdevops/status/1949192287747014754) 2025-07-26T19:37Z [----] followers, [---] engagements "10 Terraform Scenarios Every DevOps Engineer Faces in [----] Your Terraform Cloud workspace hits the run limit during a critical deployment Ans: The apply stops mid-execution. Half your infrastructure is updated half isnt. Your monitoring shows partial outages and youre scrambling to figure out which resources are in what state. Your team uses AI-generated Terraform code that creates resource conflicts Ans: ChatGPT suggested a configuration that works in isolation but conflicts with existing resources. Now your apply is failing with cryptic dependency errors and youre debugging AI-written code" [X Link](https://x.com/livingdevops/status/1949710595646738574) 2025-07-28T05:56Z [----] followers, [----] engagements "These Terraform questions can really help you in your next interview [--] Terraform Scenarios Every DevOps Engineer Faces in [----] Your Terraform Cloud workspace hits the run limit during a critical deployment Ans: The apply stops mid-execution. Half your infrastructure is updated half isnt. Your monitoring shows partial outages and youre [--] Terraform Scenarios Every DevOps Engineer Faces in [----] Your Terraform Cloud workspace hits the run limit during a critical deployment Ans: The apply stops mid-execution. Half your infrastructure is updated half isnt. Your monitoring shows partial outages" [X Link](https://x.com/livingdevops/status/1949730219415290051) 2025-07-28T07:14Z [----] followers, [---] engagements "Terraform Scenario Questions they ask in every DevOps Engineer interview. 👉 What happens if your state file gets corrupted during a multi-cloud deployment Ans: Terraform cant reconcile resources across AWS Azure and GCP. Each provider shows different resource states and youre stuck with infrastructure that exists in some clouds but not in Terraforms memory. 👉 What happens when your Terraform Cloud workspace runs out of credits mid-apply Ans: Your deployment stops immediately leaving resources in various states of creation. Some EC2 instances are running some security groups are" [X Link](https://x.com/livingdevops/status/1949732151655817525) 2025-07-28T07:22Z [----] followers, [----] engagements "I'm building the largest database of real-world DevOps projects and resources for aspiring DevOps engineers. This includes: - Real-world AWS projects using Terraform & GitHub Actions - Docker implementation examples you can use - GCP and Azure projects for multi-cloud expertise - Kubernetes projects from simple to complex deployments Check it out here: I wish this had existed when I started my DevOps journey. It's already packed with practical hands-on projects that go beyond theory. Looking for collaborators who are passionate about DevOps and want to build something truly valuable for the" [X Link](https://x.com/livingdevops/status/1950528076196233218) 2025-07-30T12:05Z [----] followers, [----] engagements "Devops/SRE Incident Response Scenario for your next interview You work at a fintech company. Millions of people use your app to send money every day. Its [--] AM. PagerDuty alert wakes you up. Database down. API failing. You get up grab your laptop and head straight to Grafana. The dashboard shows the problem: - Database CPU: 90% - API errors: spiking - Response time: [--] seconds (should be under [--] second) Customers cant send money. The app is broken. You have [--] minutes before people start posting angry tweets and your CEO gets phone calls. First thing: check whats killing the database. You log" [X Link](https://x.com/livingdevops/status/1950896618368098372) 2025-07-31T12:29Z [----] followers, [----] engagements "AI is coming for you IF: 👉 You just copy-paste Terraform code YAML file from other repos and docs 👉 You can only deploy simple apps to single Kubernetes clusters 👉 Your CI/CD knowledge stops at basic Jenkins pipelines 👉 Youve never designed architecture for high availability disaster for a complex application 👉 You cant explain why your monitoring setup actually works 👉 You follow tutorials but cant adapt them to real problems Wake up. Get a reality check. The market doesnt need more people who can follow documentation. We need people who can do many things and are actually good at it." [X Link](https://x.com/livingdevops/status/1952299940396274109) 2025-08-04T09:25Z [----] followers, [----] engagements "@nehanagarr Phle finance influencers apas me decide kr lo Mutual fund shi hai ya galat. Janta to aram se FD krke khush thi" [X Link](https://x.com/livingdevops/status/1952366130854842609) 2025-08-04T13:48Z [----] followers, [---] engagements "DevOps education is broken. And I am going to fix that with LivingDevOps. People who haven't touched production are teaching like it's [----]. - Basic stuff that you can find in a bunch of YouTube videos. - No real projects no real troubleshooting just dummy setups that no one uses in production. Most courses teach you to copy-paste YAML files build the same old Jenkins pipeline no one uses anymore. That's not DevOps. You won't get a DevOps job from that in [----]. Recruiters are looking for people who know : 👉 How things work in production. 👉 How to troubleshoot real issues with people" [X Link](https://x.com/livingdevops/status/1952683446859391136) 2025-08-05T10:49Z [----] followers, [----] engagements "🚨Breaking: OpenAI models now on AWS AWS and OpenAI have joined forces to make OpenAIs open-weight foundation modelsgpt-oss-120b and gpt-oss-20bavailable on Amazon Bedrock and Amazon SageMaker. What does this mean Developers startups and enterprises can now access powerful OpenAI models directly within AWS to build advanced generative AI applications with flexibility scalability and security. : gpt-oss-120b offers up to [--] better price-performance than Google Gemini and [--] better than OpenAIs own o4 model when deployed on Bedrock. Features like 128K context windows chain-of-thought reasoning" [X Link](https://x.com/livingdevops/status/1953033610346545493) 2025-08-06T10:01Z [----] followers, [----] engagements "AWS and OPENAI are coming together and its going to be awesome. 🚨Breaking: OpenAI models now on AWS AWS and OpenAI have joined forces to make OpenAIs open-weight foundation modelsgpt-oss-120b and gpt-oss-20bavailable on Amazon Bedrock and Amazon SageMaker. What does this mean Developers startups and enterprises can now access https://t.co/K9J2YlgToU 🚨Breaking: OpenAI models now on AWS AWS and OpenAI have joined forces to make OpenAIs open-weight foundation modelsgpt-oss-120b and gpt-oss-20bavailable on Amazon Bedrock and Amazon SageMaker. What does this mean Developers startups and" [X Link](https://x.com/livingdevops/status/1953034081773732054) 2025-08-06T10:03Z [----] followers, [---] engagements "A gentle reminder - Linux is free. - Docker is free. - Kubernetes is free. - Git and Github are free. - GitHub Actions is free. - Python is free. - AWS GCP Azure are free (limited use). - Terraform is free. - ArgoCD and Flux are free. - Prometheus and Grafana are free. Your laptop and internet connection: Thats all you need to start. No expensive bootcamps. No fancy certifications. Just you your determination and these free tools. While others are complaining about job markets and layoffs DevOps engineers are getting multiple offers. Companies are desperate for people who can automate deploy" [X Link](https://x.com/livingdevops/status/1953668691754950869) 2025-08-08T04:04Z [----] followers, [----] engagements "If someone promises you can become a DevOps engineer in [--] days run. Lets be realistic here. Lets say you spend 6-8 hours daily for [--] days (hypothetically). You watch YouTube videos on everything - Docker Kubernetes AWS Terraform Jenkins etc and fo hello world projects. This will only give you surface-level info about what these tools do. Your mind needs time to absorb that much information before it starts thinking with these tools. In [--] days you will barely start crawling. Then you need to learn to walk. Then try running. Heres the reality: Week 1-2: Youre confused by basic concepts." [X Link](https://x.com/livingdevops/status/1953688059117285636) 2025-08-08T05:21Z [----] followers, [----] engagements "Why 90% of DevOps Engineers Cant Debug a Simple Server Issue Every week I see someone with [--] years DevOps experience who can deploy to Kubernetes but freezes when asked to troubleshoot why a server is running slow. They know every Terraform module by heart but cant explain why their application randomly crashes at [--] AM. ❎DevOps isnt Docker commands and YAML files. ✅Its understanding systems at a fundamental level before you automate them. 👉The Foundation Most People Skip: How DNS actually resolves and why your service discovery fails Reading system metrics: CPU memory disk I/O and what they" [X Link](https://x.com/livingdevops/status/1954380768647770268) 2025-08-10T03:14Z [----] followers, 10K engagements "Kubernetes [----] drops August 27th and its packed with game-changing features. After going through the release notes here are the two updates that will impact most DevOps teams immediately: [--]. KYAML for kubectl kubectl get -o kyaml now gives you cleaner more predictable YAML output. What makes KYAML different: All string values are double-quoted - no more unexpected type conversions Mappings use braces lists use brackets - JSON-like syntax but with YAML benefits Comments are supported and trailing commas allowed Not sensitive to white space - no more counting spaces All KYAML files are also" [X Link](https://x.com/livingdevops/status/1954441706172195044) 2025-08-10T07:16Z [----] followers, [----] engagements "DEVOPS IS DYING. But not in the way you think. The title didnt get killed. The mindset did. What started as a culture shift to break silos has become a checklist: [--]. Jenkins [--]. Docker [--]. Kubernetes [--]. CI/CD [--]. Prometheus [--]. Terraform Thats not DevOps. Thats a tech stack. Real DevOps was always about ownership. About the engineer who gets paged at [--] AM not because they wrote YAML but because they understood how the system behaves under fire. But now Everyone wants DevOps Engineer in their LinkedIn title. Few want to be the one called when production is down. DevOps isnt dying. Its just" [X Link](https://x.com/livingdevops/status/1954900855339241522) 2025-08-11T13:40Z [----] followers, [----] engagements "A kind reminder: ❌DevOps is not: - Kubernetes - Jenkins - Docker - Terraform - Docker - AWS or Azure DevOps is your ability to design robust systems that ensure: Applications deploy smoothly Infrastructure scales effortlessly Systems run reliably Issues are caught early Teams collaborate effectively The tools help you get there but they don't do the job for you. Real DevOps is about: Automating wisely Monitoring proactively Scaling efficiently Securing thoroughly Continuously improving Remember: Tools change principles endure. What's your take on this Are you focused on tools or principles in" [X Link](https://x.com/livingdevops/status/1955167168221548765) 2025-08-12T07:19Z [----] followers, [----] engagements "Learning Devops on Google Cloud can be 100% free and 100% project based. 👉 Stop clicking through GCP console and automate everything with Terraform and GitHub Actions. Deploy Your First Resources On GCP With Terraform Deploy Secure Google Cloud VMs with Terraform and GitHub Actions Deploying Cloud SQL for PostgreSQL on GCP with Workload identity federation and Github action Deploying GCP Secret Manager with Terraform to store the service account key Deploying GCP Cloud Function To Rotate Credentials Stored In Secret Manager Deploying FastAPI Application On GCP Cloud Run With Terraform" [X Link](https://x.com/livingdevops/status/1955248229173342227) 2025-08-12T12:41Z [----] followers, [----] engagements "PWC Interview experience for DevOps Engineer role Experience: 4-5 years ✅ Round 1: Screening Round (30 minutes) - Walk me through your current project architecture and your role in it. - Which DevOps tools have you worked with in the last [--] years - What AWS services have you used in production - How do you expose a Kubernetes application to external traffic - What is the purpose of a NAT Gateway - How do you check running processes in Linux - What command would you use to find files larger than 100MB - What is the difference between Deployment and StatefulSet in Kubernetes - What is a" [X Link](https://x.com/livingdevops/status/1955641035696316460) 2025-08-13T14:42Z [----] followers, [----] engagements "Before jumping into Kubernetes ask yourself: Do I really need it K8s is incredibly powerful but its also complex. Make sure you actually need the performance before taking on the overhead. Sometimes a simple deployment is all you need. For example use ECS on AWS Cloud run on GCP. Start simple. Scale when you actually need to. Your future self will thank you" [X Link](https://x.com/livingdevops/status/1955888050820800817) 2025-08-14T07:03Z [----] followers, [----] engagements "4 years ago I was stuck in a Linux admin role making peanuts. Night shifts destroyed my health. Panic attacks became normal. Zero respect from management. Zero growth prospects. I felt worthless. Then I discovered DevOps. And [--] years later Salary went to 3x Built multiple passive income streams through content and courses Confidence replaced anxiety - I finally knew my worth Normal working hours gave me my life back Health improved without those brutal night shifts Companies started reaching out to me instead of me begging for interviews The transformation wasnt just professional. It was" [X Link](https://x.com/livingdevops/status/1956222915365720396) 2025-08-15T05:14Z [----] followers, [----] engagements "Everyone tells you to learn Linux before DevOps but no one tells you what specific parts of Linux to focus on. 👉From my earlier experience I know that Linux is an ocean with too many things to learn. ✅ Linux topics to learn before other DevOps tools: 🔺 Process Management: Check running processes their CPU and memory utilization using commands like ps top htop and kill. View process hierarchy with pstree to understand parent-child relationships 🔺Networking: Master commands to check network interfaces (ifconfig ip) firewall configuration (iptables ufw) used ports (netstat ss) and general" [X Link](https://x.com/livingdevops/status/1956665540489191718) 2025-08-16T10:33Z [----] followers, [----] engagements "I didnt know how to write when I first started on Quora. I wrote anyway. I didnt know anything beyond Linux when I started learning DevOps. I started anyway. I didnt know how to write technical articles when I published my first Medium post. I did it anyway. I didnt know how to teach when I started my first DevOps bootcamp. I did it anyway. I didnt know how to write engaging LinkedIn posts. I posted anyway. Heres what happened: 37k LinkedIn followers 11k Medium followers Taught DevOps to 100+ people Switched careers and tripled my salary Made $25k from bootcamps Made $3k from Medium articles" [X Link](https://x.com/livingdevops/status/1956748415288873329) 2025-08-16T16:02Z [----] followers, [---] engagements "The best way to learn Azure: Projects not tutorials. 👉Build a global static website with Azure Blob Storage + Azure CDN + Azure Front Door for multi-region failover 👉 Create a microservices architecture using Azure Functions + Azure API Management + Azure Service Bus for async messaging 👉 Deploy a scalable chatbot with Azure Bot Service + Language Studio + Azure Cognitive Search for intelligent document retrieval 👉 Set up a high-availability database cluster with Azure SQL Database + read replicas + automatic failover groups 👉 Build an AI-powered image processing pipeline with Azure AI" [X Link](https://x.com/livingdevops/status/1957073816376737844) 2025-08-17T13:35Z [----] followers, [----] engagements "DEVOPS IS DYING. But not in the way you think. 👉The title isnt dying Mindset isnt dying too. But the we did Devops is dying for sure. What started as a culture shift to break silos became a checklist: [--]. Jenkins [--]. Docker [--]. Kubernetes [--]. CI/CD [--]. Prometheus [--]. Terraform Thats not DevOps. Thats a tech stack. Real DevOps was always about ownership. About the engineer who gets paged at [--] AM not because they wrote YAM but because they understood how the system behaves under fire. The one who truly owns the system when everything breaks. But now Everyone wants DevOps Engineer in their LinkedIn" [X Link](https://x.com/livingdevops/status/1957073924833059325) 2025-08-17T13:35Z [----] followers, [----] engagements "Your AWS bill: $10000/month Your competitor's AWS bill: $2000/month Same traffic. Same features. The difference They know these [--] cost optimization tricks: - Reserved Instances for predictable workloads - Spot Instances for batch processing - S3 Intelligent Tiering for storage - Right-sizing EC2 instances - Deleting unused Load Balancers Elastic IPs - And not using Kubernetes unless you really need it. Stop paying the "I don't know AWS" tax" [X Link](https://x.com/livingdevops/status/1957438097815433420) 2025-08-18T13:43Z [----] followers, [----] engagements ""We need 99.9% uptime" CEO: Demands five nines Budget: Gives you three servers Timeline: Wants it yesterday Team: You and one intern Reality check: High availability costs money. You can't get enterprise reliability on startup budget. Pick two: Fast Cheap Reliable" [X Link](https://x.com/livingdevops/status/1957679525510463836) 2025-08-19T05:42Z [----] followers, [---] engagements "I talked to 300+ DevOps aspirants in the last [--] year. They all have the same complaint. I learned Docker Kubernetes AWS and Terraform. Built some projects. But interviews are asking questions I never prepared for. Heres what interviewers are actually asking in 2025: - Whats the biggest production incident youve handled - How did you troubleshoot a failing system during your on-call shift - What steps did you put in place to prevent it from happening again - Why did you choose EKS over ECS for your last project - Tell me about a time you had to optimize costs in a multi-cloud environment - You" [X Link](https://x.com/livingdevops/status/1957905093321511396) 2025-08-19T20:38Z [----] followers, [----] engagements "DevOps tech stacks that will last your entire career: AWS- A complete cloud platform The Swiss Army knife of cloud computing. When you need compute storage networking databases AI services or anything else AWS has it. Love it or hate it its not going anywhere. Docker- This is what started DevOps and will be around until its dawn Containers changed everything. Before Docker it works on my machine was a real problem. Now its just a meme. Docker solved deployment consistency forever. Kubernetes- It runs every big tech these days and its not going anywhere Google Netflix Spotify Airbnb - they all" [X Link](https://x.com/livingdevops/status/1960704411514425663) 2025-08-27T14:02Z [----] followers, [----] engagements "Learning DevOps can be 100% free and 100% project-based Use these [--] hands-on projects that cover real DevOps concepts like CI/CD Terraform EKS FinOps and DevSecOps. [--]. Deploying a production-ready 3-tier (React frontend+Flask backend + Postgres)application on AWS EKS (EKS RDS ALB Route53 OIDC IAM EC2) [--]. Configure self-managed SSL certificates to your Kubernetes application Running On EKS [--]. Deploy WordPress applicarion on AWS ECS Fargate and Mysql hosted on RDS [--]. Deploy a AWS Lambda with Terraform to send notificaton for expired IAM keys [--]. Setting OIDC on AWS for GitHub Actions Workflows" [X Link](https://x.com/livingdevops/status/1961036049872007670) 2025-08-28T12:00Z [----] followers, 14.6K engagements "You only need [--] tools to land a Devops jobs in [----] - AWS - Runs anything - Python - Automate everything - Kubernetes - Run containers in bulk - Terraform - Because we hate clicking - GitHub Action - CICD made easy Linux networking and Docker are default. Forget shiny new stacks. Master these - Big buck Devops role" [X Link](https://x.com/livingdevops/status/1961393863500992844) 2025-08-29T11:41Z [----] followers, [----] engagements "Every DevOps engineer making 4050+ LPA owes their salary to opensourse. 👉Your entire Devops career is built on tools that people created and gave away for free Linux - runs 96% of production servers (FREE) Docker - containerizes your apps (FREE) Kubernetes - orchestrates everything (FREE) Terraform - manages your infrastructure (FREE) Jenkins - automates your deployments (FREE) Prometheus - monitors your systems (FREE) Grafana - visualizes your metrics (FREE) Ansible - configures your servers (FREE) Nginx - serves your applications to millions(FREE) Meanwhile proprietary alternatives cost" [X Link](https://x.com/livingdevops/status/1961646733412520386) 2025-08-30T04:26Z [----] followers, [----] engagements "PWC Interview experience for Junior DevOps Engineer role ✅ Round 1: Screening Round (30 minutes) - Walk me through your current project architecture and your role in it. - Which DevOps tools have you worked with in the last [--] years - What AWS services have you used in production - How do you expose a Kubernetes application to external traffic - What is the purpose of a NAT Gateway - How do you check running processes in Linux - What command would you use to find files larger than 100MB - What is the difference between Deployment and StatefulSet in Kubernetes - What is a ConfigMap and how is" [X Link](https://x.com/livingdevops/status/1963139827911782756) 2025-09-03T07:19Z [----] followers, 10.2K engagements "Breaking into DevOps is hard. The tools seem endless. The requirements feel impossible. But heres the truth: It happens in your mind first then in reality. When you see a job posting asking for AWS Docker Kubernetes and Terraform your mind says impossible. Thats where you lose. Every DevOps engineer started exactly where you are. Overwhelmed and doubting. The difference They believed they could figure it out. Not because they were smarter. Because they changed their mindset. Instead of this is too complex - Ill learn one piece at a time. Instead of Ill never understand Kubernetes - Ill start" [X Link](https://x.com/livingdevops/status/1963581723960279371) 2025-09-04T12:35Z [----] followers, [----] engagements "Google was running Millions of containers before Docker even existed. While we were all struggling with VMs Google had been secretly using Linux cgroups since [----] to power their entire infrastructure. The technology was there. The power was incredible. But nobody else knew about it. Why Because cgroups were brutally complex. You needed to be a Linux wizard just to spin up a single container. Then Docker dropped in [----] and made it dead simple: What took Google engineers hours "docker run" What required deep Linux knowledge A simple command What was Google's secret weapon Available to" [X Link](https://x.com/livingdevops/status/1964599534123983093) 2025-09-07T08:00Z [----] followers, [----] engagements "Google was running millions of containers before Docker even existed. Before Docker Linux cgroups were like a hidden superpower that almost nobody knew about. Google had been using cgroups extensively for years to manage their massive infrastructure long before containerization became a buzzword. Cgroups - a Linux kernel feature from [----] that could isolate processes and control resources. But almost nobody knew it existed. The problem Cgroups were brutally complex and required deep Linux expertise to use. Then Docker arrived in [----] and changed everything. Docker didnt invent containers or" [X Link](https://x.com/livingdevops/status/1964606952463618274) 2025-09-07T08:29Z [----] followers, [----] engagements "Why did Kubernetes break up with Docker (Its not what you think) Everyone panicked when Kubernetes announced it was dropping Docker support. The Real Story: Kubernetes never actually used Docker the way you think it did. When you run containers in Kubernetes it needs to talk to a container runtime through a standard interface called CRI (Container Runtime Interface). Docker wasnt built for this. It was designed for developers not orchestrators. The Problem: Docker dockershim containerd runc your container Thats [--] layers just to run a container. Kubernetes had to maintain dockershim as a" [X Link](https://x.com/livingdevops/status/1965007052469879036) 2025-09-08T10:59Z [----] followers, [----] engagements "Oracle laid off an estimated [-----] employees globally - that's 7% of their workforce. When I saw this news the familiar wave of panic hit me. Then I remembered something that brought instant calm. If this happened to me tomorrow I'd bounce back quickly. Not because I'm special but because over the past [--] years I've been building something that most people overlook: visibility. It started with Medium blogs then LinkedIn last year and Twitter a few months back. What began as sharing knowledge became my safety net. Here's what I've learned: In uncertain times your network matters more than your" [X Link](https://x.com/livingdevops/status/1965340685671837699) 2025-09-09T09:05Z [----] followers, 12.9K engagements "Aravind Srinivas had to move to the US to build @perplexity_ai Sundar Pichai had to move too to lead Google The pattern is clear: We have the talent but not the ecosystem. While Indian VCs are busy funding the 47th food delivery app Silicon Valley is betting on the future of AI robotics and space tech. Our regulatory maze makes starting a business feel like solving a Rubiks cube blindfolded. Want to raise funds Heres [---] forms. Want to hire globally Good luck with compliance. Meanwhile a 19-year-old in San Francisco can incorporate a company raise seed funding and ship to users - all in the" [X Link](https://x.com/livingdevops/status/1965373032232628625) 2025-09-09T11:13Z [----] followers, [----] engagements "Stop asking Which cloud is better And start asking Which cloud fits YOUR use case 👉After working with all three major cloud providers heres the real breakdown you actually need: Object Storage: - AWS: S3 - Azure: Blob Storage - GCP: Cloud Storage Data Warehousing: - AWS: Redshift - Azure: Synapse Analytics - GCP: BigQuery Orchestration: - AWS: Step Functions AWS Batch MWAA - Azure: Data Factory Logic Apps - GCP: Cloud Composer Workflows Serverless Compute: - AWS: Lambda - Azure: Functions - GCP: Cloud Functions Cloud Run Streaming: - AWS: Kinesis - Azure: Event Hubs Stream Analytics - GCP:" [X Link](https://x.com/livingdevops/status/1965700888712065226) 2025-09-10T08:56Z [----] followers, [----] engagements "My first week working with GCP a colleague walked me through our VPC architecture. Coming from AWS I assumed a VPC was confined to a single region. Its notand wrapping my head around that took some time. Heres the breakdown: Account + region scoped (lives in one account and region) Isolated by defaultyou connect them with peering or Transit Gateway Subnets are zonal and tied to a single AZ Global by default (one VPC spans all regions) Project-scoped but can be shared across projects (Shared VPC) Subnets are regional and can be expanded with new CIDR ranges Private Services Access/Connect" [X Link](https://x.com/livingdevops/status/1965715852650770811) 2025-09-10T09:55Z [----] followers, 10.9K engagements "The days of well teach you Kubernetes on the job are over. Companies want engineers who think in systems not just tools. Job descriptions used to list Docker Jenkins and AWS as requirements. Now they want you to design the entire infrastructure from scratch. The interview questions evolved: How would you architect zero-downtime deployments for a banking application Walk me through your approach to auto-scaling across multiple regions during Black Friday traffic. Tell me about implementing chaos engineering in a production environment with strict SLA requirements. Theyre not just asking if you" [X Link](https://x.com/livingdevops/status/1966370815949295854) 2025-09-12T05:18Z [----] followers, [----] engagements "Yesterday I completed [--] years in KPMG. When Interviewed for KPMG these are the questions they asked. 👉Round 1: Coding Challenges 👈 - Design and implement a Terraform module for a multi-tier application infrastructure with proper state management - Write a shell script to automate log rotation and system cleanup with error handling and notifications - Create a Python script for parsing and analyzing AWS CloudWatch metrics with data visualization 👉Round 2: Technical 👈 - Design a highly available scalable architecture for a microservices application on AWS with auto-scaling and disaster" [X Link](https://x.com/livingdevops/status/1966768439533727833) 2025-09-13T07:38Z [----] followers, 20.2K engagements "Stop chasing Cloud/Kubernetes certs blindly. Shiny certs will not get you a devops job in [----] building realistic projects will. Use these [--] hands-on projects that cover real DevOps concepts like CI/CD Terraform EKS FinOps and DevSecOps. [--]. Deploying a production-ready 3-tier (React frontend+Flask backend + Postgres)application on AWS EKS (EKS RDS ALB Route53 OIDC IAM EC2) 👉 [--]. Configure self-managed SSL certificates to your Kubernetes application Running On EKS 👉 [--]. Deploy WordPress applicarion on AWS ECS Fargate and Mysql hosted on RDS 👉 [--]. Deploy a AWS Lambda with Terraform to send" [X Link](https://x.com/livingdevops/status/1966925943026708551) 2025-09-13T18:04Z [----] followers, 21.5K engagements "Build these [--] projects to learn start your real Devops journey. These include AWS (ECS Lambda EKS) Terraform Github Action Kubernetes. Stop chasing Cloud/Kubernetes certs blindly. Shiny certs will not get you a devops job in [----] building realistic projects will. Use these [--] hands-on projects that cover real DevOps concepts like CI/CD Terraform EKS FinOps and DevSecOps. [--]. Deploying a production-ready Stop chasing Cloud/Kubernetes certs blindly. Shiny certs will not get you a devops job in [----] building realistic projects will. Use these [--] hands-on projects that cover real DevOps concepts" [X Link](https://x.com/livingdevops/status/1966926762031649209) 2025-09-13T18:07Z [----] followers, [----] engagements "I want to work for Google/AWS Not because I want: - Free food sleeping pod clicks with shiny logo. - Big paycheque stock options and credibility comes with the name. - Bragging rights ( maybe thoda sa😀) Because one day i want to make a viral I quit my job at Google video for my youtube channel" [X Link](https://x.com/livingdevops/status/1967865798950891944) 2025-09-16T08:19Z [----] followers, [----] engagements "In my DevOps bootcamp last month I built a complex project on AWS ECS. AWS + Terraform + GitHub Actions + multi-environment setup 🏗 Architecture Overview: Application Stack: Flask + Nginx + Redis microservices Container Orchestration: ECS Fargate for [--] services Service Mesh: ECS Service Connect for inter-service communication Load Balancing: ALB with HTTPS listener DNS & SSL: Route53 + ACM for domain management Database: RDS PostgreSQL in private subnets Caching: Redis for session management & caching 🔐 Security & Best Practices: ✅ Multi-AZ deployment across [--] availability zones ✅ Private" [X Link](https://x.com/livingdevops/status/1967919173457305824) 2025-09-16T11:51Z [----] followers, 13.4K engagements "Why 90% of DevOps Engineers Cant Debug a Simple Server Issue Every week I see someone with [--] years DevOps experience who can deploy to Kubernetes but freezes when asked to troubleshoot why a server is running slow. They know every Terraform module by heart but cant explain why their application randomly crashes at [--] AM. ❎DevOps isnt Docker commands and YAML files. ✅Its understanding systems at a fundamental level before you automate them. 👉The Foundation Most People Skip: How DNS actually resolves and why your service discovery fails Reading system metrics: CPU memory disk I/O and what they" [X Link](https://x.com/livingdevops/status/1968183530946543725) 2025-09-17T05:21Z [----] followers, 12.3K engagements "Learning Terraform can be 100% free and 100% project-based. 👉 Getting started with Terraform 👉 Terraform Variables and Locals 👉 Terraform State and Providers 👉 Terraform Resources and Data Sources 👉 Terraform loops with Count and For_Each 👉 Terraform If/Else conditional statement 👉 Terraform Dynamic blocks 👉 Terraform Functions 👉 Terraform Modules 👉 Terraform Map transformation 👉 Terraform Workspaces and Remote State 👉 Terraform Best Practices 👇 Once you learn these concepts build these real-world projects https://lnkd.in/gYgUpeJW https://lnkd.in/gSGmAymh https://lnkd.in/g36Bcrfk" [X Link](https://x.com/livingdevops/status/1968733512523305022) 2025-09-18T17:47Z [----] followers, [----] engagements "🚨 DEVOPS IS DYING. But not in the way you think. The title didnt get killed. The mindset did. What started as a culture shift to break silos has become a checklist: [--]. Jenkins [--]. Docker [--]. Kubernetes [--]. CI/CD [--]. Prometheus [--]. Terraform Thats not DevOps. Thats a tech stack. Real DevOps was always about ownership. About the engineer who gets paged at 2AM not because they wrote YAML but because they understood how the system behaves under fire. But now Everyone wants DevOps Engineer in their LinkedIn title. Few want to be the one called when production is down. DevOps isnt dying. Its just" [X Link](https://x.com/livingdevops/status/1968916893122838697) 2025-09-19T05:55Z [----] followers, 15.7K engagements "The dirty secret of DevOps: 90% of looking experienced comes down to having the right commands in your toolkit. jq - Turns JSON chaos into readable data Stop squinting at 500-line API responses. Parse Kubernetes output Docker configs and API calls like a human being. nc - Tests if stuff actually works Before you blame DNS certificates or Mercury being in retrograde check if the port is even open. Ctrl+R - Your terminals time machine Find any command from your history in [--] seconds instead of arrow-keying through your entire life story. kubectx/kubens - Kubernetes without the pain Switch" [X Link](https://x.com/livingdevops/status/1969215395388408074) 2025-09-20T01:41Z [----] followers, 14.9K engagements "DevOps tech stacks that will last your entire career: Python- Many will come and go but Python was Python is and Python will always be Automation scripts data processing machine learning web APIs - Python does it all. While other languages chase trends Python quietly runs half the internet. AWS- A complete cloud platform The Swiss Army knife of cloud computing. When you need compute storage networking databases AI services or anything else AWS has it. Love it or hate it its not going anywhere. Docker- This is what started DevOps and will be around until its dawn Containers changed everything." [X Link](https://x.com/livingdevops/status/1969641628152578512) 2025-09-21T05:55Z [----] followers, 12K engagements "Breaking into DevOps is hard. The tools seem endless. The requirements feel impossible. But heres the truth: It happens in your mind first then in reality. When you see a job posting asking for AWS Docker Kubernetes and Terraform your mind says impossible. Thats where you lose. Every DevOps engineer started exactly where you are. Overwhelmed and doubting. The difference They believed they could figure it out. Not because they were smarter. Because they changed their mindset. Instead of this is too complex - Ill learn one piece at a time. Instead of Ill never understand Kubernetes - Ill start" [X Link](https://x.com/livingdevops/status/1969868075320356927) 2025-09-21T20:55Z [----] followers, [----] engagements "If I Were to Start Learning DevOps From Zero This Is How I Would Have Done It 🫵Here is the 6-month no-bullshit roadmap ✅ Month 1: Linux Networking Shell Scripting and Git Learn Linux commands (ls cd grep find) file permissions and process management. Master networking basics including TCP/IP DNS load balancers and firewalls. Build shell scripting skills with variables loops and functions. Complete Git essentials - clone commit push pull branching and merging. ✅ Month 2: Cloud Platforms and Containerization Focus on AWS fundamentals - EC2 instances S3 storage VPC networking IAM roles and" [X Link](https://x.com/livingdevops/status/1969952626763846032) 2025-09-22T02:31Z [----] followers, 14.9K engagements "Google was running millions of containers before Docker even existed. Before Docker Linux cgroups were like a hidden superpower that almost nobody knew about. Google had been using cgroups extensively for years to manage their massive infrastructure long before containerization became a buzzword. Cgroups - a Linux kernel feature from [----] that could isolate processes and control resources. But almost nobody knew it existed. The problem Cgroups were brutally complex and required deep Linux expertise to use. Then Docker arrived in [----] and changed everything. Docker didnt invent containers or" [X Link](https://x.com/livingdevops/status/1970000494363115935) 2025-09-22T05:41Z [----] followers, 11.6K engagements "The days of well teach you Kubernetes on the job are over. Companies want engineers who think in systems not just tools. Job descriptions used to list Docker Jenkins and AWS as requirements. Now they want you to design the entire infrastructure from scratch. The interview questions evolved: How would you architect zero-downtime deployments for a banking application Walk me through your approach to auto-scaling across multiple regions during Black Friday traffic. Tell me about implementing chaos engineering in a production environment with strict SLA requirements. Theyre not just asking if you" [X Link](https://x.com/livingdevops/status/1970096295831568671) 2025-09-22T12:02Z [----] followers, [----] engagements "I am going to create some exclusive high value Devops resources for my followers. Tell me what you need in comments👇" [X Link](https://x.com/livingdevops/status/1970210054461907210) 2025-09-22T19:34Z [----] followers, [----] engagements "Every DevOps engineer making 4050+ LPA owes their salary to opensourse. 👉Your entire Devops career is built on tools that people created and gave away for free Linux - runs 96% of production servers (FREE) Docker - containerizes your apps (FREE) Kubernetes - orchestrates everything (FREE) Terraform - manages your infrastructure (FREE) Jenkins - automates your deployments (FREE) Prometheus - monitors your systems (FREE) Grafana - visualizes your metrics (FREE) Ansible - configures your servers (FREE) Nginx - serves your applications to millions(FREE) Meanwhile proprietary alternatives cost" [X Link](https://x.com/livingdevops/status/1970365068325122240) 2025-09-23T05:50Z [----] followers, 10.5K engagements "Stop chasing Azure certs thats the most effective. The best way to learn Azure: Projects not tutorials. 👉Build a global static website with Azure Blob Storage + Azure CDN + Azure Front Door for multi-region failover 👉 Create a microservices architecture using Azure Functions + Azure API Management + Azure Service Bus for async messaging 👉 Deploy a scalable chatbot with Azure Bot Service + Language Studio + Azure Cognitive Search for intelligent document retrieval 👉 Set up a high-availability database cluster with Azure SQL Database + read replicas + automatic failover groups 👉 Build an" [X Link](https://x.com/livingdevops/status/1970411190582215090) 2025-09-23T08:53Z [----] followers, [----] engagements "The biggest problem I see with junior DevOps engineers 👉They're terrified of asking "dumb" questions. You'll stare at failing pipelines for two hours when a 30-second teams/slack message could have fixed it. You'll rebuild an entire Kubernetes cluster when someone could have told you it was just a misconfigured label. You'll debug cloud permissions for days when your senior already solved this exact issue last month. No one on your team cares if your question seems basic. We care when production goes down because you were too proud to ask why your Terraform module wasn't working. Normalize" [X Link](https://x.com/livingdevops/status/1970709992442663136) 2025-09-24T04:40Z [----] followers, [----] engagements "Docker is Go. Kubernetes is Go. Terraform is Go. Grafana is Go. Prometheus is Go. Consul is Go. Vault is Go. Istio is Go. Etcd is Go. As a Devops engineer with Python skill 👉Should we learn Go" [X Link](https://x.com/livingdevops/status/1971047090672513283) 2025-09-25T03:00Z [----] followers, [----] engagements "@EddyEkofo They pay big bucks to Devops engineer because its not easy to be one. If it was that simple no one would shell out all these fat salaries for Devops professionals" [X Link](https://x.com/livingdevops/status/1971174015336329424) 2025-09-25T11:24Z [----] followers, [--] engagements "10239 lines of code. That's all it took for a 21-year-old student to start a revolution from his room in [----]. His name was Linus Torvalds. The Creator of Linux. He wasn't satisfied with the operating systems available like MS-DOS so he decided to create his own version of UNIX for his personal computer. On September [--] [----] he released the first version of his project which he called a "hobby". The most important decision he made was to make the project's source code available for free. This meant anyone could see it modify it and help improve it. Programmers from around the world started" [X Link](https://x.com/livingdevops/status/1971262406673432842) 2025-09-25T17:15Z [----] followers, [----] engagements "Give me [--] minutes and I'll teach you [--] rules for becoming a better DevOps engineer: [--]. Automate everything but automate smartly. Start with the processes that cause the most pain or consume the most time. [--]. Monitor what matters not everything. Focus on metrics that directly impact user experience and business goals. Don't get lost in tracking every little server metric. [--]. Build resilient systems not perfect ones. Accept that failures will happen and design for recovery. [--]. Always have a rollback plan. Before any deployment know exactly how you'll undo it if things go wrong. Test your" [X Link](https://x.com/livingdevops/status/1971794187868651892) 2025-09-27T04:29Z [----] followers, [----] engagements "Having conducted many DevOps interviews let me share what really matters when it comes to Terraform questions. Here's what you should focus on State Management: - Understand how to handle state drift using a terraform plan and state validation - Know how to fix issues when someone makes manual changes in the cloud - Explain how to use state locking to prevent multiple people from changing things at once - Show you how to import existing resources into Terraform state Protecting Resources: - Explain how to prevent accidental deletion of important resources - Know how to use the -target flag to" [X Link](https://x.com/livingdevops/status/1971871943835242588) 2025-09-27T09:38Z [----] followers, [----] engagements "Planning to resign without an Offer in hand. Should I do it" [X Link](https://x.com/livingdevops/status/1971914743754682413) 2025-09-27T12:28Z [----] followers, [----] engagements "10 Terraform Scenario Questions Every DevOps Engineer Should Know 1) What happens if your state file is accidentally deleted Answer: Terraform loses track of all managed infrastructure. On next apply it will attempt to recreate everything from scratch potentially causing conflicts with existing resources. 2) What happens if multiple team members run terraform apply simultaneously Answer: State file locking fails risking corrupted state and inconsistent infrastructure. One process succeeds while others error out potentially leading to drift if not managed properly. 3) What happens if a" [X Link](https://x.com/livingdevops/status/1972262480551579827) 2025-09-28T11:29Z [----] followers, 12K engagements "@Vijay_Sriram101 sent you there" [X Link](https://x.com/livingdevops/status/1972396802810016059) 2025-09-28T20:23Z [----] followers, [---] engagements "@Rinshad7Mohd Get a aws trail account use github codespaces and your laptop. Thats all you need to practice everyone" [X Link](https://x.com/livingdevops/status/1972575755898077546) 2025-09-29T08:14Z [----] followers, [---] engagements "- DevOps is dying. - Tools/Agents can replace DevOps engineers now. I heard these discouraging words when I started my DevOps journey. True we have Terraform Jenkins Kubernetes and even AI making things easier. But I'm grateful I followed my gut. 😊 Choosing DevOps turned out to be best decision: I build systems that actually help teams work better Every day brings new puzzles to solve with smart people The pay is great and I never stop learning And new paths will open for you But here's the best part - DevOps opened doors I didn't even know existed. It's my gateway into cloud security" [X Link](https://x.com/livingdevops/status/1972955709814747613) 2025-09-30T09:24Z [----] followers, [---] engagements Limited data mode. Full metrics available with subscription: lunarcrush.com/pricing
@livingdevops Akhilesh Mishra
Akhilesh Mishra's recent activity is not available, however, based on general trends in the DevOps community, the focus is shifting from tool-specific knowledge like Kubernetes, Docker, and Terraform to more practical, project-based learning and real-world problem-solving skills. There is also an emphasis on understanding the business side of cloud engineering, including cost implications and financial management. Additionally, the field is moving beyond just technical skills, with a growing need for DevOps engineers to design robust systems and ensure smooth application deployment and infrastructure scaling.
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- [--] Months [---------] +232%
- [--] Year [----------] +5,048,180%
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- [--] Week [--] -19%
- [--] Month [---] +42%
- [--] Months [---] +213%
- [--] Year [---] +16,625%
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- [--] Week [------] +2.30%
- [--] Month [------] +14%
- [--] Months [------] +387%
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Social Influence
Social category influence technology brands social networks finance stocks celebrities countries gaming cryptocurrencies nfts financial services
Social topic influence azure #23, if you, cloud, shell, ai, github, tools #1656, python, deploy, infrastructure
Top accounts mentioned or mentioned by @grok @lynx769 @awscloud @prateekjaindev @jaydeepkarale @dhanpalraj1998 @twtayaan @techyoutbe @nebulousair @gingerdisruptif @devopscube @gmailcom @mischavdburg @elonmusk @anthropicai @akhileshmishrabuildingyourfirstrealkubernetesapplicationnotanothernginxdemo12a788ed529bsk563a9694e36de82795e4f897cf40eed4 @devopsinside @imhiteshmodi @iamprincesaha @georgep36561323
Top assets mentioned Alphabet Inc Class A (GOOGL) Microsoft Corp. (MSFT)
Top Social Posts
Top posts by engagements in the last [--] hours
"When you Federate your AWS account with Okta users can authenticate to one or more AWS accounts and access specific IAM roles using single sign-on (SSO) with SAML. Read my blog post on sso with okta. #okta #aws #security"
X Link 2023-11-10T13:03Z [--] followers, [--] engagements
"Learn AWS Lambda by doing a real-world example Read my blog that will walk you through how to use AWS Lambda with a real-world example #AWSCommunityBuilders #Serverless"
X Link 2024-03-07T17:05Z [--] followers, [--] engagements
"@mufaddal_vohra Yash intentionally gave the first ball six as he believed #Dhoni will send the ball out of stadium and RCB will get dry ball and it did the magic"
X Link 2024-05-18T19:42Z [--] followers, [---] engagements
"A top cyber security firm (#CloudStrike ) messed up the global economy in a way that the evil hackers they protect you from could only dream of"
X Link 2024-07-20T08:00Z [--] followers, [--] engagements
"Learning Terraform On AWS Let Me Show How Its Done. Deploy A highly Secure 3-Tier Infrastructure On AWS With Terraform And GitHub Action https://towardsaws.com/learning-terraform-on-aws-let-me-show-how-its-done-31e38618ac6c https://towardsaws.com/learning-terraform-on-aws-let-me-show-how-its-done-31e38618ac6c"
X Link 2024-09-19T13:07Z [--] followers, [--] engagements
"@ElonMuskAOC How to implement doge in India as inefficiencies and corruption have choked the government process and county growth"
X Link 2025-04-29T07:12Z [--] followers, [--] engagements
"DevOps Project: Multi-Container Flask Application on AWS ECS with Terraform GitHub Actions Goal: Deploy a production-ready Flask application with Redis & Nginx using containerized architecture on AWS ECS fully automated with Terraform and GitHub Actions. : [--]. Set Up Flask Application with Docker Create Flask app with PostgreSQL integration Configure Redis for background tasks using Celery Set up Nginx as reverse proxy Containerize with Docker and docker-compose [--]. Build AWS Infrastructure with Terraform Define VPC with public/private subnets Configure security groups and route tables Create"
X Link 2025-05-01T19:26Z [---] followers, [----] engagements
"@Dwriteway Write on @Quora healed me from a wreckage after a broken relationship and my life changed"
X Link 2025-05-01T19:45Z [--] followers, [--] engagements
"DevOps is not: Kubernetes Jenkins Terraform Docker AWS or Azure DevOps is your ability to design robust systems that ensure: Applications deploy smoothly Infrastructure scales effortlessly Systems run reliably Issues are caught early Teams collaborate effectively The tools help you get there but they don't do the job for you. Real DevOps is about: Automating wisely Monitoring proactively Scaling efficiently Securing thoroughly Continuously improving Remember: Tools change principles endure"
X Link 2025-05-02T18:41Z [----] followers, 83.7K engagements
"I'm building the BIGGEST database of DevOps real-world projects and resources for aspiring DevOps engineers out there Check out my GitHub repo: This includes: ✅ Real-world AWS projects using Terraform & GitHub Actions ✅ Docker implementation examples you can actually use ✅ Python advanced automation projects that solve real problems ✅ GCP and Azure projects for multi-cloud expertise ✅ Kubernetes projects from simple to complex deployments ✅ Complete DevOps roadmaps & targeted exercises I wish this had existed when I started my DevOps journey. It's already packed with practical hands-on"
X Link 2025-05-04T03:30Z [----] followers, [---] engagements
"Learning Kubernetes with AWS EKS can be 100% practical and 100% project-based. 👉 I've created a comprehensive two-part guide to help you deploy a complete 3-tier application (React Flask PostgreSQL) on AWS EKS with everything needed for production environments. ✅ Here's what you'll learn across these blog posts: - Setting up an EKS cluster with managed node groups - Configuring private RDS PostgreSQL instances with service discovery - Deploying frontend and backend applications as Kubernetes deployments - Managing secrets configs and database migrations properly - Setting up AWS Load"
X Link 2025-05-05T12:23Z [----] followers, 32.6K engagements
"Long form posts work on X I think they do 👉Here is the evidence [--] day 550k+ views 950+ followers. All thanks to my long form posts"
X Link 2025-05-09T20:58Z [----] followers, [---] engagements
". You waste months learning every DevOps tool you can find. Staying up late watching tutorials trying to master everything. Docker. AWS. GCP. Azure. GitHub Actions. GitLab. Jenkins. Terraform. Pulumi. Ansible. Prometheus. Grafana. Loki. Datadog. OpenTelemetry. EKS GKE etc. Every week the list grows. And you get overwhelmed. : You don't need all of this. Most companies use 5-6 tools not [--]. : [--]. + : Bash scripting TCP/IP fundamentals and packet tracing. Learn iptables not just firewall UIs. [--]. : Multi-stage builds with proper layer caching. Security scanning with Trivy in your workflow."
X Link 2025-05-10T18:20Z [----] followers, 36K engagements
"Tired of maintaining separate Terraform code for dev staging and production environments There's a better way Here's how the pros do it - keep your infrastructure code DRY (Don't Repeat Yourself) with a simple folder structure: ✅ project_root/ modules/# Optional local modules vars/ dev.tfvars# Dev-specific variables dev.tfbackend# Dev backend configuration staging.tfvars staging.tfbackend prod.tfvars prod.tfbackend The magic happens when you use environment-specific variable files with standard Terraform commands: : terraform init -backend-config=vars/dev.tfbackend terraform plan"
X Link 2025-05-10T20:00Z [----] followers, [----] engagements
"Docker is Go Kubernetes is Go Terraform is Go Grafana is Go Prometheus is Go Should I learn Go 🤔"
X Link 2025-05-10T20:18Z [----] followers, 1.9M engagements
"@Bullshark_Bruce Yes i get that. But sometimes the tools written in Go cause the issues and I want to be able to raise a PR to fix that freaking issue but I don't know go hence go"
X Link 2025-05-11T20:20Z [----] followers, [---] engagements
"you're someone who wants to make it big in the DevOps space let's connect. If you want to get into DevOps let's connect. If you're someone interested in cloud and DevOps let's connect. I want to help you I want to learn from you and I want to teach you. We all have something valuable to share. What excites you most about DevOps and the cloud Drop a comment below - I'd love to hear your thoughts. #DevOps #CloudComputing #LearningTogether"
X Link 2025-05-11T20:31Z [----] followers, 13.7K engagements
"@AdetunjiAdepit2 Ditch Jenkins and pick Github Action or Gitlab CI"
X Link 2025-05-12T09:43Z [----] followers, [---] engagements
"Getting into DevOps can be 100% free and 100% project-based [--] projects that should help you build your DevOps resume [--]. [--]. [--]. [--]. [--]. [--]. [--]. [--]. [--]. [--]. https://awstip.com/python-automation-that-saved-our-client-1000-month-on-cloud-bills-e553a346e3d3 https://towardsaws.com/managing-the-aws-lambda-layer-was-a-nightmare-until-i-did-this-2e1f4379c47a https://towardsaws.com/i-found-this-great-tool-to-migrate-postgres-database-with-zero-downtime-13fda9dd92bc https://towardsaws.com/continuously-build-deploy-python-web-app-on-aws-with-github-action-a9de1421898c"
X Link 2025-05-14T20:08Z [----] followers, 12.2K engagements
"Thinking about building a decentralised and active Devops community. - A platform for real meaningful discussions that can help everyone. Which platform is the best fit for this any suggestions. Also I welcome any suggestions you might have to make it more useful"
X Link 2025-05-15T21:58Z [----] followers, [----] engagements
"🚨 iPhone users pay DOUBLE for X Premium compared to Android Same features twice the price. Why the Apple tax @X #XPremium"
X Link 2025-05-16T09:04Z [----] followers, [---] engagements
"🚀 Azure just leveled up AKS Grafana dashboards are now built right into the Azure Portal's AKS blade Real-time CPU & memory metrics workload insights all without leaving the portal. Game-changer for #Kubernetes & #DevOps teams"
X Link 2025-05-17T13:49Z [----] followers, [----] engagements
"Being a DevOps engineer is easy. You just need to learn a few technologies. How those few technologies look: ☁ AWS Azure GCP 🐳 Docker Kubernetes 🔐 Vault Keycloak ⚙ Jenkins GitHub Actions 📦 Helm Terraform Ansible ✈ ArgoCD Flux 📝 Bash Powershell Python 📈 Prometheus Grafana .and [---] more you forgot existed 😅"
X Link 2025-05-19T06:07Z [----] followers, 12.5K engagements
"Tired of maintaining separate Terraform code for dev staging and production environments There's a better way Here's how the pros do it - keep your infrastructure code DRY (Don't Repeat Yourself) with a simple folder structure: ✅ project_root/ modules/# Optional local modules vars/ dev.tfvars# Dev-specific variables dev.tfbackend# Dev backend configuration staging.tfvars staging.tfbackend prod.tfvars prod.tfbackend The magic happens when you use environment-specific variable files with standard Terraform commands: : terraform init -backend-config=vars/dev.tfbackend terraform plan"
X Link 2025-05-19T20:01Z [----] followers, [----] engagements
"If you maintain separate Terraform code for different environments then you should not use Terraform. Not learning to write good Terraform config shouldnt be an excuse for following bad practices"
X Link 2025-05-20T06:10Z [----] followers, [---] engagements
"Tired of maintaining separate Terraform code for dev staging and production environments There's a better way Here's how the pros do it - keep your infrastructure code DRY (Don't Repeat Yourself) with a simple folder structure: ✅ project_root/ modules/# Optional local modules vars/ dev.tfvars# Dev-specific variables dev.tfbackend# Dev backend configuration staging.tfvars staging.tfbackend prod.tfvars prod.tfbackend The magic happens when you use environment-specific variable files with standard Terraform commands: : terraform init -backend-config=vars/dev.tfbackend terraform plan"
X Link 2025-05-20T06:17Z [----] followers, [---] engagements
"Your application isn't at the end of a URL 👉The Invisible Architecture Behind Every Kubernetes Request When you hit application url your request tunnels through five crucial layers before reaching your actual code: [--]. Load Balancer - The gatekeeper distributing traffic across your cluster preventing any single point from being overwhelmed [--]. Ingress Controller - Your traffic director routing HTTP requests to the right internal service (Gateway APIs are making this even more powerful) [--]. Kube-Proxy - The network plumber maintaining pod communication rules that make your service discovery"
X Link 2025-05-21T14:57Z [----] followers, [----] engagements
"AWS just launched EKS Dashboard and its a great news. EKS Dashboard available at no additional cost. It provides cloud architects and cluster administrators with a centralized view to monitor and govern all Kubernetes clusters across multiple AWS Regions and accounts offering insights into clusters managed node groups and EKS add-ons through a unified interface in the AWS Console. @awscloud"
X Link 2025-05-22T06:20Z [----] followers, 17.3K engagements
"Give me [--] minutes and I'll teach you [--] rules for becoming a better DevOps engineer: [--]. Focus on the things that get you paged at [--] AM - those are the processes you should automate first. [--]. Stop monitoring every CPU spike. Focus on what impacts your users and revenue. [--]. Your systems will break. Plan for failure not perfection. [--]. Before you hit deploy know exactly how to roll back. Test it too - a broken rollback plan is worse than no plan. [--]. That error you're seeing Someone's already solved it on Stack Overflow or GitHub issues. [--]. Version control isn't just for code. Put your scripts"
X Link 2025-05-22T21:29Z [----] followers, 15.3K engagements
"' : - You can't see an extra space in the logs to identify the issues - You haven't tried turning it off and on again before reading the actual error message - You don't feel frustrated by those [--] AM issues you did everything to avoid them - You're not good at googling things to fix a problem - You don't hate dealing with Windows patches - You don't get anxious when prod is too quiet for too long - You haven't broken production at least once and learned from it - You don't treat DNS as guilty until proven innocent - You don't have a love-hate relationship with Kubernetes - You don't"
X Link 2025-05-24T07:45Z [----] followers, [----] engagements
"DevOps is not: Simply spinning up Kubernetes clusters Blindly running Jenkins pipelines Treating Terraform as a magic wand Containerizing without strategic intent Deploying to the cloud without planning Treating infrastructure as a one-time setup Implementing tools without understanding their purpose DevOps is your ability to design robust systems that ensure: Infrastructure is consistently reproducible Deployments are automated and reliable Scaling happens with minimal human intervention Environments are identical across dev/staging/production Security is integrated into every deployment"
X Link 2025-05-26T17:05Z [----] followers, 12.4K engagements
"Most people fail to break into DevOps because they whisper "I can't learn this" when they see Kubernetes AWS Python or Github Action. The ones who make it They believe"I will learn this" and push through every failed deployment every broken script every overwhelming technology. Months later they're the ones saying "I did it" while managing production systems. Your conviction determines your career not your current skill level. Believe you can or you'll prove you can't"
X Link 2025-05-27T07:25Z [----] followers, [----] engagements
"🚨Breaking: AWS just dropped their official EKS MCP Server yesterday and its a great news. Here is why EKS MCP server stands out. 👉 Unified tools instead of mapping every kubectl command - manage_k8s_resource handles all CRUD operations 👉 Creates and manages EKS clusters not just access (defaults to EKS Auto mode) 👉 LLMs get direct access to AWS's internal EKS troubleshooting guide via search_eks_troubleshoot_guide 👉 Read-only by default with optional --allow-write flag for security 👉 Shows how MCP servers should actually be built - clean functional secure This is how you build developer"
X Link 2025-05-30T06:53Z [----] followers, [----] engagements
"@iamay0bami EKS MCP server is just a rest api for EKS nothing more. This will allow us to build agents thar talk to EKS"
X Link 2025-05-30T10:23Z [----] followers, [--] engagements
""Infrastructure as Code" has become "Copy-Paste as Code" Everyone copies Terraform modules without understanding what they do. Until something breaks. Then panic. Stop copying. Start understanding. Your 3AM self will thank you"
X Link 2025-05-31T18:34Z [----] followers, [---] engagements
"Choosing the wrong SSL termination point can break your security or kill your performance. Most engineers default to "terminate at the load balancer" without understanding the trade-offs. ✅Here are [--] SSL termination strategies you need to know. 👉Load Balancer Termination: Decrypt at ALB/nginx send HTTP to backends. Simple certificate management and offloads SSL processing. The downside is unencrypted internal traffic. Best for most web applications. 👉End-to-End Encryption SSL certs on both load balancer AND backends. Maximum security everywhere and compliance-ready. Complex cert management"
X Link 2025-06-02T05:40Z [----] followers, [----] engagements
"Dear DevOps Engineers a gentle reminder to: - Learn Linux fundamentals before Shell scripting - Learn Shell scripting before Configuration Management - Learn Networking basics before Cloud Infrastructure - Learn Virtual Machines before Containers - Learn Git basics before GitOps - Learn Containers before Container Orchestration - Learn Single server deployment before Microservices - Learn Manual deployments before Automation - Learn Configuration files before Infrastructure as Code - Learn Application logs before Observability platforms - Learn Basic monitoring before Advanced telemetry -"
X Link 2025-06-06T10:20Z [----] followers, [----] engagements
"Everyone use load balancer but not many understand the load balancing algorithms. Here are some popular ones. Round Robin - Distributes incoming requests sequentially to each server in a fixed circular order IP Hash - Uses a hash function on the client's IP address to consistently route them to the same server Least Connections - Directs new requests to the server currently handling the fewest active connections Weighted Round Robin - Distributes requests based on each server's assigned weight or capacity giving more traffic to higher-capacity servers Least Response Time - Routes requests to"
X Link 2025-06-06T13:52Z [----] followers, [---] engagements
"Getting into DevOps can be 100% free and 100% project-based These [--] projects will teach you more than [---] YouTube videos. Blog links on Comments. [--]. Deploy a production-ready 3-tier application (React Flask Postgres) on AWS EKS with complete infrastructure setup [--]. Create a highly secure 3-tier infrastructure on AWS using Terraform with GitHub Actions for automated deployment [--]. Implement free self-managed SSL certificates for your Kubernetes applications running on AWS EKS [--]. Automate Lambda Layer management with a sophisticated pipeline using Terraform and GitHub Actions [--]. Establish"
X Link 2025-06-07T08:32Z [----] followers, [----] engagements
"Being a DevOps engineer is easy. You just need to learn a few technologies. How those few technologies look: ☁ AWS Azure GCP 🐳 Docker Kubernetes 🔐 Vault Keycloak ⚙ Jenkins GitHub Actions 📦 Helm Terraform Ansible ✈ ArgoCD Flux 📝 Bash Powershell Python 📈 Prometheus Grafana .and [---] more you forgot existed 😅"
X Link 2025-06-08T12:13Z [----] followers, [----] engagements
"Dear DevOps Engineers If your infra supports [--] users a single EC2 box and manual deploys will do If youre handling 10M requests a day youd better be thinking load balancers ASGs and rate limiting If one team pushes code once a week shell scripts and manual approvals might work If [--] engineers ship daily invest in CI/CD pipelines rollback strategies and policy gates If downtime breaks a low-traffic page a status page and were working on it is fine If downtime nukes revenue flows HA health checks circuit breakers and multi-AZs are mandatory If youre consuming infra basic terraform apply is"
X Link 2025-06-15T10:13Z [----] followers, [----] engagements
"The Kubernetes community is gearing up for thev1.34 release scheduled forAugust [--] [----] 🗓 This release promises significant enhancements that will boost scalability security and resource management. 🔹Dynamic Resource Allocation (DRA) goes GA DRA which provides a powerful API for device management is expected to become generally available. This means easier and more flexible device requests for workloads improving cluster efficiency. Features like partitionable devices and device taints are moving from alpha to beta enhancing workload scheduling and resource utilization. ⚙ 🔹Improved"
X Link 2025-06-15T17:39Z [----] followers, [--] engagements
"The Kubernetes community is gearing up for thev1.34 release scheduled forAugust [--] [----] This release promises significant enhancements that will boost scalability security and resource management. 🔹Dynamic Resource Allocation (DRA) goes GA DRA which provides a powerful API for device management is expected to become generally available. This means easier and more flexible device requests for workloads improving cluster efficiency. Features like partitionable devices and device taints are moving from alpha to beta enhancing workload scheduling and resource utilization. 🔹Improved Scheduler"
X Link 2025-06-15T17:40Z [----] followers, [---] engagements
"Preparing for a DevOps Engineer tech interview Just knowing Docker isn't enough You'll need to automate orchestrate and scale infrastructure under pressure. Here are [--] topics that you must learn 👇 [--]. Infrastructure as Code (IaC) Terraform CloudFormation Ansible - provision version and manage infrastructure declaratively handle state drift and secrets. [--]. CI/CD Pipeline Design Jenkins GitHub Actions GitLab CI - build automated pipelines artifact management deployment strategies (blue-green canary rolling). [--]. Container Orchestration Kubernetes fundamentals: pods services ingress persistent"
X Link 2025-06-16T09:25Z [----] followers, [----] engagements
"DevOps & Cloud folks 👉 heres a handy Port Number Cheat Sheet From SSH to Kubernetes it covers key ports for debugging CI/CD and deployments. Perfect for daily use interviews and quick team lookups. 🔧🧠"
X Link 2025-06-16T09:28Z [----] followers, [----] engagements
"Learn AWS Lambda by building [--] real-world DevOps projects [--]. Building a production Lambda function that monitors IAM access keys and sends automated email alerts using boto3 and AWSSES. [--]. Learn how to deploy a practical EC2 auto-tagging solution on AWS Lambda while mastering fundamental serverless concepts [--]. Deploy AWS Lambda Function with Terraform and S3 Trigger to rearrange the files by year/month/day folders. 👇Blog links are in comments"
X Link 2025-06-17T10:47Z [----] followers, 13K engagements
"3 Blog posts that will teach you AWS Lambda by building real-world use cases [--]. AWS Lambda tutorial [--] - Lambda with AWS console [--]. AWS Lambda tutorial [--] - Lambda with terraform ses python and cron [--]. AWS Lambda tutorial [--] - Lambda with terraform and s3 trigger https://livingdevops.com/devops/terraform-to-deploy-aws-lambda-function-with-s3-trigger/ https://livingdevops.com/devops/aws-lambda-tutorial-python-terraform/ https://livingdevops.com/aws/a-complete-guide-to-aws-lambda-with-real-world-use-case/ https://livingdevops.com/devops/aws-lambda-tutorial-python-terraform/"
X Link 2025-06-17T10:47Z [----] followers, [---] engagements
"3 Blog posts that will teach you AWS Lambda by building real-world use cases [--]. AWS Lambda tutorial [--] - Lambda with AWS console [--]. AWS Lambda tutorial [--] - Lambda with terraform ses python and cron [--]. AWS Lambda tutorial [--] - Lambda with terraform and s3 trigger https://livingdevops.com/devops/terraform-to-deploy-aws-lambda-function-with-s3-trigger/ https://livingdevops.com/devops/aws-lambda-tutorial-python-terraform/ https://livingdevops.com/aws/a-complete-guide-to-aws-lambda-with-real-world-use-case/ https://livingdevops.com/devops/aws-lambda-tutorial-python-terraform/"
X Link 2025-06-17T10:48Z [----] followers, [----] engagements
"Basic servers type everyone should know. 👉As a Devops engineer you cannot skip fundamentals. Basic Server Types ✔ Origin Server: The main content source that edge servers fetch from to serve users faster ✔ DNS Server: Translates domain names (like into IP addresses so browsers know where to connect ✔ File Server: Stores and shares files across a network letting multiple users access centralized data storage ✔ Mail Server: Handles sending receiving and storing emails using SMTP protocols across the internet ✔ Web Server: Processes HTTP requests from browsers and serves web pages often through"
X Link 2025-06-18T06:51Z [----] followers, [----] engagements
"The Complete DevOps Engineer Roadmap (2025 Edition) 👉 Step-1: Learn Linux Fundamentals Master command line file systems process management and shell navigation 👉 Step-2: Master Git and Version Control Learn branching merging rebasing and collaborative workflows 👉 Step-3: Understand Networking Basics TCP/IP DNS HTTP/HTTPS load balancing firewalls and network troubleshooting 👉 Step-4: Learn Scripting (Bash Python) Automate repetitive tasks and build deployment scripts 👉 Step-5: Master CI/CD Concepts Jenkins GitLab CI GitHub Actions - build automated pipelines for testing and deployment 👉"
X Link 2025-06-19T08:54Z [----] followers, 11.3K engagements
"DevOps is dead - Ai agents will be managing your Kubernetes clusters. - Infrastructure-as-Code will be fully automated - CI/CD pipelines will be built by AI I've been hearing these dramatic predictions since ChatGPT launched. After [---] years of actually using AI tools in my daily work I can tell you this: the reality is very different from the headlines. Yes AI can write Terraform code kubernetes manifest basic pipelines and scripts people already posted in github stack overflow. But try getting it to: - Debug a complex Kubernetes networking issue - Handle multi-region failover scenarios -"
X Link 2025-06-19T18:12Z [----] followers, 14.3K engagements
"@grok what do you think Care to offer your opinion on this"
X Link 2025-06-19T20:18Z [----] followers, [---] engagements
"You have been learning DevOps all wrong - Stop learning Linux and start using it. -Stop learning git start using it. - Stop learning cloud start using it. - Stop learning Terraform start using it. - Stop learning Docker start using it. - Stop learning GitHub Actions start using it. - Stop learning Kubernetes start using it. - Stop learning Python start using it. No matter how many tutorials you watch unless you start using the tools it wont make much difference. 👉You Learn DevOps by doing it and that is the only way Get hands on from the day 1"
X Link 2025-06-20T05:55Z [----] followers, [----] engagements
"Indian Middle class boy/girl Salary credited🥳. Happy🤗. Saw his mom washing clothes by hand🥺. Removed PS5 from list and added washing machine. Asked his father what happened It's so hot outside son. And while riding scooter stopped moving🥺. Removed Sports bike from list and added family car🚗. Mom mentioned your father is tired now🥺. Removed world tour from list and added own house🏠. I know these are everyone's duty. So let's be more strong and fulfill all the dreams of your parents. It will give you real happiness to see your parents smiling❣. Ps. Its not written by me but i can totally"
X Link 2025-06-20T11:27Z [----] followers, [----] engagements
"Things people do wrong when they start their journey to DevOps: 👉 Jump straight into chasing certs - Think badges will land them jobs - Skip practical experience 👉 Overwhelm themselves with infinite tools - Try to learn Docker K8s Terraform Ansible all at once - Get paralyzed by the endless ecosystem 👉 Skip the fundamentals - Dont understand basic networking Linux or cloud concepts - Jump to advanced tools without knowing basics 👉 Just watch videos and dont get hands dirty - Consume endless tutorials - Never actually break and fix things 👉 Focus only on the technical side - Ignore"
X Link 2025-06-22T07:11Z [----] followers, [----] engagements
"Had a great session with a wonderful audience and speakers. It was my first space call and I enjoyed it more than I thought I would. For those who couldn't join use this recording. https://x.com/i/spaces/1nAKEgZeXLYJL https://x.com/i/spaces/1nAKEgZeXLYJL"
X Link 2025-06-22T16:43Z [----] followers, [---] engagements
"The gap between DevOps tutorials and production reality is massive. Most candidates can explain Docker basics but freeze when asked about real-world disasters. Here are [--] questions that reveal whos actually fought production fires vs whos just watched YouTube videos: 👉 You deploy on Friday afternoon and traffic drops 30% with no error alerts. Your CEO is asking questions. Whats your investigation process 👉 Design a backup strategy for a distributed database that processes 50TB daily while maintaining ACID compliance across regions 👉 Your entire CI/CD pipeline was compromised and malicious"
X Link 2025-06-24T04:37Z [----] followers, [----] engagements
"Cloud and Kubernetes certifications are the least useful thing i see in [----]. Most certifications rely on the memorising bunch of services and most can pass these by just going through dumps available. The best devops engineers I know have least certs"
X Link 2025-06-24T04:39Z [----] followers, [----] engagements
"If you are not paying $20 to use at least one of the AI tool now. You will pay a much bigger price for not using them soon"
X Link 2025-06-24T04:42Z [----] followers, [---] engagements
"Having conducted many DevOps interviews let me share what really matters when it comes to Terraform questions. 👉1) What happens if your state file is accidentally deleted ✅Answer: Terraform loses track of managed infrastructure. On next apply it attempts to recreate everything causing duplicates or failures. Recovery requires manual imports or restoring backups. Always enable versioning on S3 state storage. 👉2) How do you handle large-scale refactoring without downtime ✅Answer: Use "terraform state mv" to rename resources without destroying them. Control changes with targeted applies. Split"
X Link 2025-06-24T06:50Z [----] followers, [----] engagements
"Want to get better in Devops 👉Join my Devops community on discord: https://livingdevops.com/devops/20-scenario-based-terraform-questions-with-answers-for-devops-interviews/ https://livingdevops.com/devops/20-scenario-based-terraform-questions-with-answers-for-devops-interviews/"
X Link 2025-06-24T07:38Z [----] followers, [---] engagements
"As a devops engineers we all use nginx for one or another purpose. But most dont understand how powerful Nginx really is. This cheat sheet(From X) will help you understand Nginx"
X Link 2025-06-25T03:35Z [----] followers, 16.2K engagements
"Set a reminder for my upcoming Space Topic: The Best Cloud Platform to Start Your DevOps Journey https://x.com/i/spaces/1mrGmPQboDBKy https://x.com/i/spaces/1mrGmPQboDBKy"
X Link 2025-06-25T17:06Z [----] followers, [----] engagements
"The moment you mention in a Devops interview expect a deep dive Here are [--] Kubernetes questions I was asked that dive into architecture troubleshooting and real-world decision-making: [--]. Your pod keeps getting stuck in CrashLoopBackOff but logs show no errors. How would you approach debugging and resolution [--]. You have a StatefulSet deployed with persistent volumes and one of the pods is not recreating properly after deletion. What could be the reasons and how do you fix it without data loss [--]. Your cluster autoscaler is not scaling up even though pods are in Pending state. What would you"
X Link 2025-06-26T06:05Z [----] followers, 18.3K engagements
"Your GitHub Actions Secrets Are the Weakest Link in Your AWS SecurityChain Are you still using AWS access keys and secrets to authenticate your GitHub Actions with AWS in [----] Please don't. Unless you want to wake up someday with [----] GPU machines mining Bitcoin in your account at your expense footing a million-dollar bill. You might be just one exposed GitHub secret away from an AWS billing catastrophe. Read this post to learn how to enable keyless auth between AWS and Github Action with terraform"
X Link 2025-06-26T11:45Z [----] followers, [----] engagements
"https://livingdevops.com/aws/step-by-step-guide-to-setting-oidc-for-github-actions-workflows-with-aws-using-terraform/ https://livingdevops.com/aws/step-by-step-guide-to-setting-oidc-for-github-actions-workflows-with-aws-using-terraform/"
X Link 2025-06-26T12:01Z [----] followers, [---] engagements
"Stop hunting Python dependencies generate requirements.txt on the fly As a DevOps engineer I frequently collaborate with multiple teams diving into various projects and repositories. One common challenge I face is encountering Python code without a requirements.txt file. Every time I run such code I need to figure out and manually install the necessary dependencies. I found it a waste of time and effort. I am sure you guys also feel the same way. So I dug around did some Google searches experimented with a few tools and found many good ones. My favorites are pipreqs and pigar. In this blog"
X Link 2025-06-26T16:01Z [----] followers, [----] engagements
"Everyone says DevOps isn't for freshers. But here's a secret: there's always a way in if you're smart about it. Here's what worked for others: Start small but start right: Get really good with Linux - it's the foundation of everything Pick one cloud (AWS is popular) and actually build stuff in it Learn to automate basic tasks with Python or shell scripts Use Git daily - even for personal stuff Play around with Docker on your laptop Make it real: Set up a mini server at home Build something you'll actually use Write about what you learn Help out on open-source projects Make friends with DevOps"
X Link 2025-06-27T06:20Z [----] followers, [--] engagements
"Everyone says DevOps isn't for freshers. But here's a secret: there's always a way in if you're smart about it. Here's what worked for others: Start small but start right: Get really good with Linux - it's the foundation of everything Pick one cloud (AWS is popular) and actually build stuff in it Learn to automate basic tasks with Python or shell scripts Use Git daily - even for personal stuff Play around with Docker on your laptop Make it real: Set up a mini server at home Build something you'll actually use Write about what you learn Help out on open-source projects Make friends with DevOps"
X Link 2025-06-27T06:27Z [----] followers, [----] engagements
"Some things in DevOps are so obvious: - Docker contains everything - Kubernetes makes simple things complicated - Prometheus promises to alert you about everything - Grafana shows you pretty graphs of your pain - ArgoCD argues with your deployments constantly - VS Code codes your life away - Istio tangles your service mesh dreams - Redis is ready to cache your mistakes - Nginx engines never fail you What else would you include"
X Link 2025-06-27T10:57Z [----] followers, [----] engagements
"🚨 Stop wasting hours on manual AWS Lambda dependency management I used to spend 2-3 hours EVERY TIME I needed to update Python packages for Lambda functions. Manual zip creation platform compatibility issues and version tracking nightmares. Sound familiar Then I built an automation system with Terraform + GitHub Actions that: ✅ Eliminates 95% of manual work (2-3 hours [--] minutes) ✅ Handles Linux compatibility automatically ✅ Manages cross-account layer sharing ✅ Integrates security scanning ✅ Tracks versions in Git ✅ Scales across entire teams The setup took me a weekend. The time savings"
X Link 2025-06-27T12:37Z [----] followers, [----] engagements
"AWS Lambda Layers Automation: How I Saved My Team Months of Manual Work https://livingdevops.com/terraform/aws-lambda-layers-automation-terraform-github-action/ https://livingdevops.com/terraform/aws-lambda-layers-automation-terraform-github-action/"
X Link 2025-06-27T12:38Z [----] followers, [---] engagements
"Docker packages your application so it runs anywhere. Kubernetes manages and runs these packaged applications at scale. Service Mesh adds extra features to your applications like secure connections monitoring and smooth startups. Feature Flags let you release new features gradually and safely. Terraform helps you manage infrastructure through code instead of manual changes. GitHub Actions/Jenkins automates your application's journey from development to production. Prometheus Grafana Loki and eBPF work together to show you important metrics about your applications. Cloud providers give you"
X Link 2025-06-28T13:59Z [----] followers, [----] engagements
"How Linux🐧 works from pressing power button to final screen❓ Here's a breakdown of the key components and processes involved 🐧 Power On ⚡ This signifies the start of the process when the computer is powered on. 🐧 BIOS (Basic Input/Output System) & ROM (Read-Only Memory) 💻 hashtag#BIOS is a firmware program stored in the ROM chip. It performs a Power-On Self Test (POST) to check the basic functionality of the system hardware and then loads the bootloader. 🐧 Boot Loader 🔄 The bootloader is a small program that loads hashtag#Linux 🐧 kernel from the hard disk into memory. 🐧 Master Boot"
X Link 2025-06-28T16:43Z [----] followers, [----] engagements
"This is the first resource I used when I learned Python back in [----]. - Brain-friendly visual approach - Real projects not boring theory - Clear notes that make Python fun - Perfect for complete beginners After reading this book I built my first Python projects and it helped me get into DevOps. If you want me to share the free ebook let me know in the comments"
X Link 2025-06-29T10:11Z [----] followers, 28.1K engagements
"Just wrapped up an insightful discussion on "AWS vs Azure vs GCP - Which Cloud Should You Start With on Your DevOps Journey" 🔥 Key insights covered: - AWS: Most jobs (150K+) but high competition. Best resources community & 1-year free tier - Azure: 25% market share 50K+ jobs gaining fastest traction. 80% of Fortune [---] use it. Perfect for Windows stack hybrid cloud & internal switches - GCP: Fewer jobs but HIGHEST paying ($175K avg). Ideal for data/AI professionals 🎯 Which to choose: ✅ Data/AI focus GCP ✅ Windows ecosystem/internal switch/enterprise Azure ✅ Most resources & community"
X Link 2025-06-29T17:30Z [----] followers, [----] engagements
"In my DevOps bootcamp today we built a complex project on AWS ECS. AWS + Terraform + GitHub Actions + multi-environment setup 🏗 Architecture Overview: Application Stack: Flask + Nginx + Redis microservices Container Orchestration: ECS Fargate for [--] services Service Mesh: ECS Service Connect for inter-service communication Load Balancing: ALB with HTTPS listener DNS & SSL: Route53 + ACM for domain management Database: RDS PostgreSQL in private subnets Caching: Redis for session management & caching 🔐 Security & Best Practices: ✅ Multi-AZ deployment across [--] availability zones ✅ Private"
X Link 2025-06-29T17:56Z [----] followers, 13.2K engagements
"Now we have @dhruv_rathee teach AI masterclass. And its sold out. Really I feel for people who would want to learn AI from him 😂. Anyway isnt he making enough money by bashing Indian politicians industrialists and all that now he needs to pretend to teach something he has no idea about. Knowing how to ChatGPT doesnt make you eligible to teach AI"
X Link 2025-06-30T15:32Z [----] followers, [---] engagements
"A lot of people ask me which cloud platform to start learning DevOps: AWS Azure GCP ❓ 👉Let me break it down simply: 🟠 AWS (Amazon Web Services) - 32-35% market share - AWS has the most job opportunities but also the most competition. - AWS has been around the longest there are more skilled professionals in the market making it harder to stand out. - It offers the best learning resources with high-quality tutorials real projects and active Reddit communities. - 1-year free tier gives you plenty of time to learn without spending money. - Strong community support makes it easy to find help"
X Link 2025-07-01T06:44Z [----] followers, [----] engagements
"Preparing for a DevOps Interview Here are some of the best resources featuring advanced scenario-based DevOps interview questions with detailed answers. Check comments for resources"
X Link 2025-07-01T12:57Z [----] followers, 12.1K engagements
"Best resources for your next DevOps interview. 👉 Advanced Kubernetes questions with answers ☑ 👉 Advanced Terraform questions with answers ☑ 👉 Scenario-based DevOps questions with answers ☑ 👉 Kubernetes troubleshooting questions with answers: ☑ https://livingdevops.com/devops/10-real-world-kubernetes-troubleshooting-scenarios-and-solutions/ https://livingdevops.com/devops/most-asked-scenario-based-advanced-questions-with-answers-for-devops-interviews/ https://livingdevops.com/devops/20-scenario-based-terraform-questions-with-answers-for-devops-interviews/"
X Link 2025-07-01T12:57Z [----] followers, [----] engagements
"They say: Terraform is written in Go - Learn Go Kubernetes is written in Go - Learn Go Docker is written in Go - Learn Go Grafana is written in Go - Learn Go Prometheus is written in Go - Learn Go Do I need to learn Go as a DevOps engineer"
X Link 2025-07-02T10:18Z [----] followers, [----] engagements
"❌AI cannot replace good DevOps engineers. ❎Not Today. Not this year. ❎Not [--] years later. 👉But it can surely help you learn 10x faster. If you are not using AI tools to learn fast Or not using them to improve your workflow you're limiting your productivity. You missing out. No its not just FOMO. You will be replaced by those who use AI tools are skilled in many tools have great fundamentals and can solve complex problems. You think i am wrong Change my opinion in comments 👇"
X Link 2025-07-02T16:30Z [----] followers, [----] engagements
"Your Terraform is Broken (Here's How to Fix It) I have audited 100+ code bases and 80% of them were filled with bad practices unmaintainable code. The worst one A 3200-line file that controlled an entire company's infrastructure. Finding a single resource took [--] minutes. The developer who wrote it had left [--] months earlier. No documentation. No comments. Just digital chaos. The [--] Mistakes Killing Your Terraform Monster files everywhere - Everything crammed into like a digital junk drawer. Good luck finding anything. Copy-paste infrastructure - Same VPC config repeated [--] times across"
X Link 2025-07-02T20:05Z [----] followers, [----] engagements
"PWC Interview experience for Senior DevOps Engineer role Round 1: Screening Round (30 minutes) - Walk me through your current project architecture and your role in it. - Which DevOps tools have you worked with in the last [--] years - What AWS services have you used in production - Explain the difference between EC2 and ECS. - How do you expose a Kubernetes application to external traffic - What is the purpose of a NAT Gateway - How do you check running processes in Linux - What command would you use to find files larger than 100MB - What is the difference between Deployment and StatefulSet in"
X Link 2025-07-03T12:21Z [----] followers, 25.7K engagements
"Last weekend I had an interesting discussion with a friend who's managing a Kubernetes setup with 200+ microservices. 👉 They were facing two major challenges: - Service latency under heavy internal traffic - Pressure to reduce cloud costs especially around cross-AZ traffic on AWS 👉Their production setup looked like this: - kube-proxy handling service-to-pod traffic - Cilium already in place for network policy encryption observability load balancing and pod-to-pod/node-to-node networking While Id been exploring Cilium recently I asked a simple question: "You're already using Cilium for"
X Link 2025-07-04T03:07Z [----] followers, [----] engagements
"Originally written by Amarnath Ojha https://www.linkedin.com/posts/activity-7344097382743101440-bMztutm_source=share&utm_medium=member_ios&rcm=ACoAAB690QMBceXKhjF5d7kRCxpyZSUXI6dgGT0 https://www.linkedin.com/posts/activity-7344097382743101440-bMztutm_source=share&utm_medium=member_ios&rcm=ACoAAB690QMBceXKhjF5d7kRCxpyZSUXI6dgGT0"
X Link 2025-07-04T03:08Z [----] followers, [---] engagements
"@grok can you summarise the post in [--] lines"
X Link 2025-07-04T03:18Z [----] followers, [---] engagements
"I feel reddit is a great platform to learn things. I have been following Devops ans AWS sub-Reddits for a long time and I learn great stuff everyday"
X Link 2025-07-04T18:45Z [----] followers, [----] engagements
"@jayg2309 In Devops and cloud space I highly recommend these sub reddits https://www.reddit.com/r/googlecloud/s/DIC1i8N4xg https://www.reddit.com/r/AZURE/s/OMC0ZBG6ht https://www.reddit.com/r/devops/s/jOWNxXma7s https://www.reddit.com/r/aws/s/qeAsgTIS2I https://www.reddit.com/r/googlecloud/s/DIC1i8N4xg https://www.reddit.com/r/AZURE/s/OMC0ZBG6ht https://www.reddit.com/r/devops/s/jOWNxXma7s https://www.reddit.com/r/aws/s/qeAsgTIS2I"
X Link 2025-07-04T20:13Z [----] followers, [---] engagements
"The biggest problem I see with junior DevOps engineers 👉They're terrified of asking "dumb" questions. You'll stare at failing pipelines for two hours when a 30-second teams/slack message could have fixed it. You'll rebuild an entire Kubernetes cluster when someone could have told you it was just a misconfigured label. You'll debug cloud permissions for days when your senior already solved this exact issue last month. No one on your team cares if your question seems basic. We care when production goes down because you were too proud to ask why your Terraform module wasn't working. Normalize"
X Link 2025-07-06T08:59Z [----] followers, [----] engagements
"Learning Kubernetes with AWS EKS can be 100% practical and 100% project-based. 👉 I've created a comprehensive two-part guide to help you deploy a complete 3-tier application (React Flask PostgreSQL) on AWS EKS with everything needed for production environments. ✅ Here's what you'll learn across these blog posts: - Setting up an EKS cluster with managed node groups - Configuring private RDS PostgreSQL instances with service discovery - Deploying frontend and backend applications as Kubernetes deployments - Managing secrets configs and database migrations properly - Setting up AWS Load"
X Link 2025-07-06T09:04Z [----] followers, [----] engagements
"I feel Reddit is a great platform to learn Cloud and Devops. While all platform is filled with AI generated content Reddit shines out as a gold of real human knowledge. I have been following Devops ans AWS sub-Reddits for a long time and I learn great stuff everyday. I highly recommend these sub reddits http://reddit.com/r/googlecloud/ http://reddit.com/r/AZURE/s/OMC0 http://reddit.com/r/devops/s/jOW http://reddit.com/r/aws/s/qeAsgT http://reddit.com/r/googlecloud/ http://reddit.com/r/AZURE/s/OMC0 http://reddit.com/r/devops/s/jOW http://reddit.com/r/aws/s/qeAsgT"
X Link 2025-07-06T11:21Z [----] followers, [----] engagements
"10 points you must remember while working with AWS Lambda - Keep functions small and single-purpose - Use secret manager for secrets if you need them - Avoid Lambda for long running tasks - Use environment variables for config instead of hardcoding in code. - Avoid deploying large package sizes use layers for dependencies. - Implement proper error handling and retries - Set timeouts wisely to avoid runaway costs - Leverage concurrency limits to protect downstream systems - Monitor with CloudWatch and enable logging 👉 10th point is for you to suggest"
X Link 2025-07-07T02:42Z [----] followers, [---] engagements
"Do you think we will have less jobs due to AI advancement GitHub CEO think otherwise. He said Smartest Companies Will Hire More Software Engineers Not Less"
X Link 2025-07-07T03:50Z [----] followers, [---] engagements
"GitHub CEO Thomas Dohmke says the companies that best leverage artificial intelligence won't use it to replace human developers but instead will dramatically increase their engineering hiring to capitalize on AI-enhanced productivity gains"
X Link 2025-07-07T06:03Z [----] followers, [---] engagements
"Stop paying huge AWS bills ✅AWS cost hacks every Devops Cloud engineer must know 👉 Right-Size Your Infrastructure - Right-size EC2 instances - Match instance types to actual workload requirements - Use Spot Instances where possible for fault-tolerant workloads - Purchase Reserved Instances or Savings Plans for predictable workloads - Use Auto Scaling to handle variable workloads efficiently - Switch to Graviton-based instances for better price-performance 👉 Clean Up Storage & Data - Delete unused EBS volumes and snapshots - Review and remove orphaned storage - Remove 5-year-old S3 buckets"
X Link 2025-07-07T13:39Z [----] followers, [----] engagements
"@robert_fenney @heyleitz I think its not about pages. Designer should be able to relate this logo with the business branding decision. If he cant explain his design approach then he shouldnt be paid even $5"
X Link 2025-07-08T11:47Z [----] followers, [--] engagements
"If youre a DevOps engineer and your company hands you a ThinkPad instead of a proper MacBook run away. Theyre telling you they dont value your productivity. DevOps is painful enough without adding make Windows behave like a proper development environment to your daily grind"
X Link 2025-07-08T12:45Z [----] followers, [----] engagements
"Working on a multi cloud environments Here is the Terraform file structure used by most professionals. Terraform projects structure for 👉 Multi cloud projects 👉 Multi environments setup ✅This file structure is a simple way of organising terraform config for multi-cloud multi-environments configuration and perfect for Terraform beginners. 👉 For a better scalable and dry https://t.co/CxLXOw7Qry Terraform projects structure for 👉 Multi cloud projects 👉 Multi environments setup ✅This file structure is a simple way of organising terraform config for multi-cloud multi-environments"
X Link 2025-07-09T21:06Z [----] followers, [---] engagements
"@Narutozumakicn1 Reminder certainly help for these things but sometimes you ignore a few emails and procrastinated. Monday you login and bamm. Everyone one complaining on slack"
X Link 2025-07-09T21:11Z [----] followers, [--] engagements
"Please. Please. Please ❌Never start learning cloud( AWS GCP Azure) from cert based courses. First learn how to use them get hired. Then you can think about certs"
X Link 2025-07-10T08:09Z [----] followers, [---] engagements
"I see people make this mistakes They start learning cloud with cert focused courses. Those course teach you nothing. You will just waste [--] month in course and another preparing for cert. And you still dont know how to use AWS in real projects"
X Link 2025-07-10T08:12Z [----] followers, [---] engagements
"Which one paid better Devops engineer SRE or Cloud engineer"
X Link 2025-07-10T09:42Z [----] followers, [---] engagements
"Please. Please. Please ❌ Never start learning cloud (AWS GCP Azure) from certification-based courses. I see people make this mistake all the time. They start learning cloud with cert-focused courses. Those courses teach you nothing. You will just waste [--] month in course and another preparing for cert. And you still don't know how to use AWS in real projects. People don't get hired just based on certs in [----]. Companies want knowledge and skills using the cloud DevOps tools in the real world. ✅ First learn how to use them and get hired. Then you can think about certs. You want to learn AWS"
X Link 2025-07-10T11:29Z [----] followers, [----] engagements
"In August I am going to do [--] real-world projects based Devops bootcamps. - one with GCP - one with AWS And both of them have 2-3 AIOps projects along with Devops Devsecops and Finops projects. And you will learn the projects we do as devops engineer working for major companies. Stay tuned for details"
X Link 2025-07-10T14:02Z [----] followers, 15.3K engagements
"What is wrong with @X bot based content moderation. It flags genuine content as spam. This is what happens when you overly rely on AI. @xai Someone made a very genuine comment on my post and it got flagged as spam. And this is not the first time"
X Link 2025-07-11T08:54Z [----] followers, [---] engagements
"If you are planning to get into DevOps in [----] then do this: 👉Learn GitHub Actions instead of Jenkins: seamless integration with the code repository security tooling and higher industry adoption. 👉 Learn Terraform instead of cloud-specific IAC tools (AWS CloudFormation Azure ARM): manage multi-cloud infrastructure with one tool. 👉 Learn Loki + Grafana instead of Datadog: cost-effective open-source log aggregation and visualization. 👉 Choose Kubernetes over Swarm: the industry standard for container orchestration. 👉 Prefer Prometheus over Nagios: powerful query language and Kubernetes"
X Link 2025-07-11T12:36Z [----] followers, 11K engagements
"Shell script that monitors your system disk space stores logs sends alerts when storage hits dangerous levels and auto-cleans temp files to prevent server crashes. 👇Check comments for link to detailed script and documentation"
X Link 2025-07-12T09:16Z [----] followers, 19.4K engagements
"🚨 Breaking:AWS just killed the 12-month Free Tier (effective July [--] 2025) Whats happening: 12-month free tier Credit-based system ($100 signup + $100 onboarding) New Free Plan = [--] months max OR until credits run out Account auto-closes if you dont upgrade to Paid Plan The deadline: Sign up BEFORE July [--] = Keep old 12-month free tier Sign up AFTER July [--] = New credit system only If you want the classic AWS free experience you have days to create your account. This is the biggest AWS Free Tier change in years. Dont miss the window. Act now or pay later"
X Link 2025-07-12T18:51Z [----] followers, [----] engagements
"@Praveen96789 Signup before 15th july for [--] year AWS trail account"
X Link 2025-07-12T19:38Z [----] followers, [---] engagements
"Want a job in DevOps 👉Stop chasing certificates. Do this instead: Master Git. Not just push/pull. Handle merge conflicts merge rebase Pick one cloud. AWS Azure or GCP. Go deep not wide Live in YAML. Kubernetes Docker Compose Ansible. Youll debug indentation daily Build real CI/CD. Not tutorials. Actual pipelines that deploy real apps Deploy something public. A website people can visit beats any certificate Learn Infrastructure as Code. Terraform or plumini. Manual clicking is dead Get comfortable with Linux. SSH file permissions systemd services. Youll live in the terminal Think security"
X Link 2025-07-13T08:56Z [----] followers, 14.7K engagements
"@effiecancode For multi account setup you can use something like this. Just setup the account targeting with assume role or something you can have different aws profiles. https://github.com/akhileshmishrabiz/web-app-on-aws-ecs/infra https://github.com/akhileshmishrabiz/web-app-on-aws-ecs/infra"
X Link 2025-07-13T20:31Z [----] followers, [--] engagements
"If you change nothing nothing will change. Its a great feeling when you helped someone without even knowing. https://t.co/pQ3AED5dga Its a great feeling when you helped someone without even knowing. https://t.co/pQ3AED5dga"
X Link 2025-07-14T06:17Z [----] followers, [---] engagements
"I have written this shell script that monitors Docker containers for CPU usage memory consumption health status and response latency to prevent performance issues before they impact users. This script does: ✅ Real-time CPU and memory monitoring with configurable thresholds ✅ HTTP health checks and latency testing ✅ Container status and health verification ✅ Automatic alerts when metrics exceed limits ✅ Quick access to recent container logs ✅ One-click container restart functionality ✅ Continuous monitoring mode for production You will learn: Docker CLI integration and container inspection"
X Link 2025-07-14T14:42Z [----] followers, [----] engagements
"Most people don't use AWS built-in cost optimization recommendations. This is very helpful to identify possible cost optimizations for things like: EC2 instance right-sizing Unused volumes RDS cost optimization Inactive VPC endpoints Lambda cost reduction recommendations Unused Elastic IPs Old snapshots Navigate to: AWS Console Trusted Advisor Cost Optimization The same tool also flags security risks and performance bottlenecks. It's like having a free AWS consultant built into your account. @awscloud"
X Link 2025-07-15T11:58Z [----] followers, [---] engagements
"Your stateful Kubernetes services just broke after an upgrade As a DevOps engineer Ive seen this nightmare scenario destroy weekends in production. When StatefulSets fail post-upgrade every minute of downtime costs money. Heres my 7-step Kubernetes debugging playbook: 👉 Step 1: Verify the obvious 🔺 kubectl get pods -n namespace Are pods actually running 🔺 kubectl get statefulsets -n namespace Check replica counts 🔺 kubectl describe pod pod-name Look for crash loops or image pull errors 👉 Step 2: Hunt through Kubernetes events 🔺 kubectl get events --sort-by=.metadata.creationTimestamp"
X Link 2025-07-16T05:54Z [----] followers, [----] engagements
"Most Asked Scenario-Based DevOps Interview Questions with Answers 1) How do you manage different environments across the deployment pipeline ✅ Use Terraform workspaces with env-specific .tfvars files dedicated EKS clusters ArgoCD for GitOps and separate AWS accounts for prod/non-prod with cross-account access via Terraform. 2) How do you handle configuration management across environments ✅ Combine Terraform variables with Kubernetes ConfigMaps/Secrets store sensitive data in Vault validate config in CI/CD and expose infrastructure values via Terraform outputs that ArgoCD consumes. 3) What's"
X Link 2025-07-16T09:30Z [----] followers, [----] engagements
"Go dominate the modern DevOps landscape. 🐋 Docker is Go ☸ Kubernetes is Go ⚔Crossplane is Go 🛠 Terraform is Go 📈 Prometheus is Go 📊 Grafana is Go 🔐 HashiCorp Vault is Go 🚀 ArgoCD is Go 🎥 Tekton is Go 🛡 Istio is Go The backbone of modern DevOps tools is built with Go. its enabling the entire cloud-native ecosystem to scale effortlessly"
X Link 2025-07-17T07:22Z [----] followers, [----] engagements
"Devops was already tools heavy. And now we are asked to add more of them A bunch of LLM wrappers"
X Link 2025-07-19T05:29Z [----] followers, [---] engagements
"Remember when we complained about having too many DevOps tools Those were simpler times. Now every vendor is slapping AI-powered on their product like its some kind of magic sauce. Nothing says streamlined workflow like adding ChatGPT integrations to your Jenkins plugins that call your Terraform modules that provision your Kubernetes clusters that run your monitoring stack that alerts your AI assistant. We went from infrastructure as code to infrastructure as a conversation with a robot that may or may not hallucinate your entire production environment. But hey at least now our deployment"
X Link 2025-07-19T06:27Z [----] followers, [--] engagements
"DevOps was already tools heavy. And now we are adding a bunch of LLM wrappers to everything Because apparently what our 19-tool pipeline was really missing was an AI that can write YAML with confidence and debug with confusion. Nothing says streamlined workflow like adding ChatGPT integrations to your Jenkins plugins that call your Terraform modules that provision your Kubernetes clusters that run your monitoring stack that alerts your AI assistant. We went from infrastructure as code to infrastructure as a conversation with a robot that may or may not hallucinate your entire production"
X Link 2025-07-19T06:33Z [----] followers, [----] engagements
"Why 90% of DevOps Engineers Cant Debug a Simple Server Issue Every week I see someone with [--] years DevOps experience who can deploy to Kubernetes but freezes when asked to troubleshoot why a server is running slow. They know every Terraform module by heart but cant explain why their application randomly crashes at [--] AM. ❎DevOps isnt Docker commands and YAML files. ✅Its understanding systems at a fundamental level before you automate them. 👉The Foundation Most People Skip: How DNS actually resolves and why your service discovery fails Reading system metrics: CPU memory disk I/O and what they"
X Link 2025-07-20T14:53Z [----] followers, 17.2K engagements
"Senior DevOps Engineer Interview Experience - Big [--] Company 💼 Interview Process: Multi-round technical and behavioral assessment 👉Round 1: Coding Challenges 👈 - Design and implement a Terraform module for a multi-tier application infrastructure with proper state management - Write a shell script to automate log rotation and system cleanup with error handling and notifications - Create a Python script for parsing and analyzing AWS CloudWatch metrics with data visualization 👉Round 2: Technical 👈 - Design a highly available scalable architecture for a microservices application on AWS with"
X Link 2025-07-21T09:15Z [----] followers, 12.8K engagements
"Someone I know replaced $100k worth of vendor tools with free CNCF alternatives. The platform got simpler. The team got happier. Here are the six tools that transformed everything: [--] Backstage Replaced ServiceNow. Developers actually use it. Because it's built for them. [--] Crossplane Killed Terraform Cloud K8s-native infrastructure. One language for everything. [--] Falco Ditched CrowdStrike Caught the crypto miner their paid tool missed. [--] OpenTelemetry Goodbye DataDog Same insights. Zero vendor lock-in. [--] Flux Replaced Jenkins (Deployment time: 2hr 10min) GitOps that junior devs can debug. 6"
X Link 2025-07-22T11:43Z [----] followers, [----] engagements
"Ditched paid DevOps tools with open source ones and saved $1000k Someone I know replaced $100k worth of vendor tools with free CNCF alternatives. The platform got simpler. The team got happier. Here are the six tools that transformed everything: [--] Backstage Replaced ServiceNow. Developers actually use it. Because it's built for them. Someone I know replaced $100k worth of vendor tools with free CNCF alternatives. The platform got simpler. The team got happier. Here are the six tools that transformed everything: [--] Backstage Replaced ServiceNow. Developers actually use it. Because it's built"
X Link 2025-07-22T11:55Z [----] followers, [---] engagements
"Most people think DevOps means "I know AWS Jenkins Kubernetes and Docker" then wonder why they can't land a job or excel in their role. Here's the reality check you need Excelling at DevOps is not: ❌ Memorizing kubectl commands from Stack Overflow ❌ Having AWS certifications but never touching production ❌ Calling yourself "Senior" after [--] months with Jenkins ❌ Being the person everyone pings at 3AM for outages ❌ Building complex systems that only you understand 👉 Companies don't need human documentation or personal heroes. They need systems that work without you. Real DevOps excellence is"
X Link 2025-07-23T04:08Z [----] followers, 10.8K engagements
"KPMG Interview Experience Compensation: 35L Role: Senior DevOps Engineer(8-10 years) 👉Round 1: Coding Challenges 👈 - Design and implement a Terraform module for a multi-tier application infrastructure with proper state management - Write a shell script to automate log rotation and system cleanup with error handling and notifications - Create a Python script for parsing and analyzing AWS CloudWatch metrics with data visualization 👉Round 2: Technical 👈 - Design a highly available scalable architecture for a microservices application on AWS with auto-scaling and disaster recovery - Explain"
X Link 2025-07-24T08:06Z [----] followers, 27.6K engagements
"- You've watched every 'DevOps Zero to Hero' video out there. - You've completed multiple Udemy courses. Yet somehow those interview rejections keep coming. Watching someone deploy a simple app to AWS or set up a basic Jenkins pipeline isn't enough. Real DevOps is messy. It's: - That [--] AM production issue where your EKS cluster is throwing mysterious errors - Figuring out why your Terraform state is locked after a failed deployment - Debugging why your microservices can't communicate despite following all the 'tutorial steps' - Dealing with configuration conflicts that no YouTube video ever"
X Link 2025-07-24T15:36Z [----] followers, [----] engagements
"If I Were to Start Learning DevOps From Zero This Is How I Would Have Done It 🫵Here is the 6-month no-bullshit roadmap ✅ Month 1: Linux Networking Shell Scripting and Git Learn Linux commands (ls cd grep find) file permissions and process management. Master networking basics including TCP/IP DNS load balancers and firewalls. Build shell scripting skills with variables loops and functions. Complete Git essentials - clone commit push pull branching and merging. ✅ Month 2: Cloud Platforms and Containerization Focus on AWS fundamentals - EC2 instances S3 storage VPC networking IAM roles and"
X Link 2025-07-26T07:39Z [----] followers, [----] engagements
"@sergeynazarovx Google is a cult. I would never say perplexity it or ChatGPT it"
X Link 2025-07-26T19:37Z [----] followers, [---] engagements
"10 Terraform Scenarios Every DevOps Engineer Faces in [----] Your Terraform Cloud workspace hits the run limit during a critical deployment Ans: The apply stops mid-execution. Half your infrastructure is updated half isnt. Your monitoring shows partial outages and youre scrambling to figure out which resources are in what state. Your team uses AI-generated Terraform code that creates resource conflicts Ans: ChatGPT suggested a configuration that works in isolation but conflicts with existing resources. Now your apply is failing with cryptic dependency errors and youre debugging AI-written code"
X Link 2025-07-28T05:56Z [----] followers, [----] engagements
"These Terraform questions can really help you in your next interview [--] Terraform Scenarios Every DevOps Engineer Faces in [----] Your Terraform Cloud workspace hits the run limit during a critical deployment Ans: The apply stops mid-execution. Half your infrastructure is updated half isnt. Your monitoring shows partial outages and youre [--] Terraform Scenarios Every DevOps Engineer Faces in [----] Your Terraform Cloud workspace hits the run limit during a critical deployment Ans: The apply stops mid-execution. Half your infrastructure is updated half isnt. Your monitoring shows partial outages"
X Link 2025-07-28T07:14Z [----] followers, [---] engagements
"Terraform Scenario Questions they ask in every DevOps Engineer interview. 👉 What happens if your state file gets corrupted during a multi-cloud deployment Ans: Terraform cant reconcile resources across AWS Azure and GCP. Each provider shows different resource states and youre stuck with infrastructure that exists in some clouds but not in Terraforms memory. 👉 What happens when your Terraform Cloud workspace runs out of credits mid-apply Ans: Your deployment stops immediately leaving resources in various states of creation. Some EC2 instances are running some security groups are"
X Link 2025-07-28T07:22Z [----] followers, [----] engagements
"I'm building the largest database of real-world DevOps projects and resources for aspiring DevOps engineers. This includes: - Real-world AWS projects using Terraform & GitHub Actions - Docker implementation examples you can use - GCP and Azure projects for multi-cloud expertise - Kubernetes projects from simple to complex deployments Check it out here: I wish this had existed when I started my DevOps journey. It's already packed with practical hands-on projects that go beyond theory. Looking for collaborators who are passionate about DevOps and want to build something truly valuable for the"
X Link 2025-07-30T12:05Z [----] followers, [----] engagements
"Devops/SRE Incident Response Scenario for your next interview You work at a fintech company. Millions of people use your app to send money every day. Its [--] AM. PagerDuty alert wakes you up. Database down. API failing. You get up grab your laptop and head straight to Grafana. The dashboard shows the problem: - Database CPU: 90% - API errors: spiking - Response time: [--] seconds (should be under [--] second) Customers cant send money. The app is broken. You have [--] minutes before people start posting angry tweets and your CEO gets phone calls. First thing: check whats killing the database. You log"
X Link 2025-07-31T12:29Z [----] followers, [----] engagements
"AI is coming for you IF: 👉 You just copy-paste Terraform code YAML file from other repos and docs 👉 You can only deploy simple apps to single Kubernetes clusters 👉 Your CI/CD knowledge stops at basic Jenkins pipelines 👉 Youve never designed architecture for high availability disaster for a complex application 👉 You cant explain why your monitoring setup actually works 👉 You follow tutorials but cant adapt them to real problems Wake up. Get a reality check. The market doesnt need more people who can follow documentation. We need people who can do many things and are actually good at it."
X Link 2025-08-04T09:25Z [----] followers, [----] engagements
"@nehanagarr Phle finance influencers apas me decide kr lo Mutual fund shi hai ya galat. Janta to aram se FD krke khush thi"
X Link 2025-08-04T13:48Z [----] followers, [---] engagements
"DevOps education is broken. And I am going to fix that with LivingDevOps. People who haven't touched production are teaching like it's [----]. - Basic stuff that you can find in a bunch of YouTube videos. - No real projects no real troubleshooting just dummy setups that no one uses in production. Most courses teach you to copy-paste YAML files build the same old Jenkins pipeline no one uses anymore. That's not DevOps. You won't get a DevOps job from that in [----]. Recruiters are looking for people who know : 👉 How things work in production. 👉 How to troubleshoot real issues with people"
X Link 2025-08-05T10:49Z [----] followers, [----] engagements
"🚨Breaking: OpenAI models now on AWS AWS and OpenAI have joined forces to make OpenAIs open-weight foundation modelsgpt-oss-120b and gpt-oss-20bavailable on Amazon Bedrock and Amazon SageMaker. What does this mean Developers startups and enterprises can now access powerful OpenAI models directly within AWS to build advanced generative AI applications with flexibility scalability and security. : gpt-oss-120b offers up to [--] better price-performance than Google Gemini and [--] better than OpenAIs own o4 model when deployed on Bedrock. Features like 128K context windows chain-of-thought reasoning"
X Link 2025-08-06T10:01Z [----] followers, [----] engagements
"AWS and OPENAI are coming together and its going to be awesome. 🚨Breaking: OpenAI models now on AWS AWS and OpenAI have joined forces to make OpenAIs open-weight foundation modelsgpt-oss-120b and gpt-oss-20bavailable on Amazon Bedrock and Amazon SageMaker. What does this mean Developers startups and enterprises can now access https://t.co/K9J2YlgToU 🚨Breaking: OpenAI models now on AWS AWS and OpenAI have joined forces to make OpenAIs open-weight foundation modelsgpt-oss-120b and gpt-oss-20bavailable on Amazon Bedrock and Amazon SageMaker. What does this mean Developers startups and"
X Link 2025-08-06T10:03Z [----] followers, [---] engagements
"A gentle reminder - Linux is free. - Docker is free. - Kubernetes is free. - Git and Github are free. - GitHub Actions is free. - Python is free. - AWS GCP Azure are free (limited use). - Terraform is free. - ArgoCD and Flux are free. - Prometheus and Grafana are free. Your laptop and internet connection: Thats all you need to start. No expensive bootcamps. No fancy certifications. Just you your determination and these free tools. While others are complaining about job markets and layoffs DevOps engineers are getting multiple offers. Companies are desperate for people who can automate deploy"
X Link 2025-08-08T04:04Z [----] followers, [----] engagements
"If someone promises you can become a DevOps engineer in [--] days run. Lets be realistic here. Lets say you spend 6-8 hours daily for [--] days (hypothetically). You watch YouTube videos on everything - Docker Kubernetes AWS Terraform Jenkins etc and fo hello world projects. This will only give you surface-level info about what these tools do. Your mind needs time to absorb that much information before it starts thinking with these tools. In [--] days you will barely start crawling. Then you need to learn to walk. Then try running. Heres the reality: Week 1-2: Youre confused by basic concepts."
X Link 2025-08-08T05:21Z [----] followers, [----] engagements
"Why 90% of DevOps Engineers Cant Debug a Simple Server Issue Every week I see someone with [--] years DevOps experience who can deploy to Kubernetes but freezes when asked to troubleshoot why a server is running slow. They know every Terraform module by heart but cant explain why their application randomly crashes at [--] AM. ❎DevOps isnt Docker commands and YAML files. ✅Its understanding systems at a fundamental level before you automate them. 👉The Foundation Most People Skip: How DNS actually resolves and why your service discovery fails Reading system metrics: CPU memory disk I/O and what they"
X Link 2025-08-10T03:14Z [----] followers, 10K engagements
"Kubernetes [----] drops August 27th and its packed with game-changing features. After going through the release notes here are the two updates that will impact most DevOps teams immediately: [--]. KYAML for kubectl kubectl get -o kyaml now gives you cleaner more predictable YAML output. What makes KYAML different: All string values are double-quoted - no more unexpected type conversions Mappings use braces lists use brackets - JSON-like syntax but with YAML benefits Comments are supported and trailing commas allowed Not sensitive to white space - no more counting spaces All KYAML files are also"
X Link 2025-08-10T07:16Z [----] followers, [----] engagements
"DEVOPS IS DYING. But not in the way you think. The title didnt get killed. The mindset did. What started as a culture shift to break silos has become a checklist: [--]. Jenkins [--]. Docker [--]. Kubernetes [--]. CI/CD [--]. Prometheus [--]. Terraform Thats not DevOps. Thats a tech stack. Real DevOps was always about ownership. About the engineer who gets paged at [--] AM not because they wrote YAML but because they understood how the system behaves under fire. But now Everyone wants DevOps Engineer in their LinkedIn title. Few want to be the one called when production is down. DevOps isnt dying. Its just"
X Link 2025-08-11T13:40Z [----] followers, [----] engagements
"A kind reminder: ❌DevOps is not: - Kubernetes - Jenkins - Docker - Terraform - Docker - AWS or Azure DevOps is your ability to design robust systems that ensure: Applications deploy smoothly Infrastructure scales effortlessly Systems run reliably Issues are caught early Teams collaborate effectively The tools help you get there but they don't do the job for you. Real DevOps is about: Automating wisely Monitoring proactively Scaling efficiently Securing thoroughly Continuously improving Remember: Tools change principles endure. What's your take on this Are you focused on tools or principles in"
X Link 2025-08-12T07:19Z [----] followers, [----] engagements
"Learning Devops on Google Cloud can be 100% free and 100% project based. 👉 Stop clicking through GCP console and automate everything with Terraform and GitHub Actions. Deploy Your First Resources On GCP With Terraform Deploy Secure Google Cloud VMs with Terraform and GitHub Actions Deploying Cloud SQL for PostgreSQL on GCP with Workload identity federation and Github action Deploying GCP Secret Manager with Terraform to store the service account key Deploying GCP Cloud Function To Rotate Credentials Stored In Secret Manager Deploying FastAPI Application On GCP Cloud Run With Terraform"
X Link 2025-08-12T12:41Z [----] followers, [----] engagements
"PWC Interview experience for DevOps Engineer role Experience: 4-5 years ✅ Round 1: Screening Round (30 minutes) - Walk me through your current project architecture and your role in it. - Which DevOps tools have you worked with in the last [--] years - What AWS services have you used in production - How do you expose a Kubernetes application to external traffic - What is the purpose of a NAT Gateway - How do you check running processes in Linux - What command would you use to find files larger than 100MB - What is the difference between Deployment and StatefulSet in Kubernetes - What is a"
X Link 2025-08-13T14:42Z [----] followers, [----] engagements
"Before jumping into Kubernetes ask yourself: Do I really need it K8s is incredibly powerful but its also complex. Make sure you actually need the performance before taking on the overhead. Sometimes a simple deployment is all you need. For example use ECS on AWS Cloud run on GCP. Start simple. Scale when you actually need to. Your future self will thank you"
X Link 2025-08-14T07:03Z [----] followers, [----] engagements
"4 years ago I was stuck in a Linux admin role making peanuts. Night shifts destroyed my health. Panic attacks became normal. Zero respect from management. Zero growth prospects. I felt worthless. Then I discovered DevOps. And [--] years later Salary went to 3x Built multiple passive income streams through content and courses Confidence replaced anxiety - I finally knew my worth Normal working hours gave me my life back Health improved without those brutal night shifts Companies started reaching out to me instead of me begging for interviews The transformation wasnt just professional. It was"
X Link 2025-08-15T05:14Z [----] followers, [----] engagements
"Everyone tells you to learn Linux before DevOps but no one tells you what specific parts of Linux to focus on. 👉From my earlier experience I know that Linux is an ocean with too many things to learn. ✅ Linux topics to learn before other DevOps tools: 🔺 Process Management: Check running processes their CPU and memory utilization using commands like ps top htop and kill. View process hierarchy with pstree to understand parent-child relationships 🔺Networking: Master commands to check network interfaces (ifconfig ip) firewall configuration (iptables ufw) used ports (netstat ss) and general"
X Link 2025-08-16T10:33Z [----] followers, [----] engagements
"I didnt know how to write when I first started on Quora. I wrote anyway. I didnt know anything beyond Linux when I started learning DevOps. I started anyway. I didnt know how to write technical articles when I published my first Medium post. I did it anyway. I didnt know how to teach when I started my first DevOps bootcamp. I did it anyway. I didnt know how to write engaging LinkedIn posts. I posted anyway. Heres what happened: 37k LinkedIn followers 11k Medium followers Taught DevOps to 100+ people Switched careers and tripled my salary Made $25k from bootcamps Made $3k from Medium articles"
X Link 2025-08-16T16:02Z [----] followers, [---] engagements
"The best way to learn Azure: Projects not tutorials. 👉Build a global static website with Azure Blob Storage + Azure CDN + Azure Front Door for multi-region failover 👉 Create a microservices architecture using Azure Functions + Azure API Management + Azure Service Bus for async messaging 👉 Deploy a scalable chatbot with Azure Bot Service + Language Studio + Azure Cognitive Search for intelligent document retrieval 👉 Set up a high-availability database cluster with Azure SQL Database + read replicas + automatic failover groups 👉 Build an AI-powered image processing pipeline with Azure AI"
X Link 2025-08-17T13:35Z [----] followers, [----] engagements
"DEVOPS IS DYING. But not in the way you think. 👉The title isnt dying Mindset isnt dying too. But the we did Devops is dying for sure. What started as a culture shift to break silos became a checklist: [--]. Jenkins [--]. Docker [--]. Kubernetes [--]. CI/CD [--]. Prometheus [--]. Terraform Thats not DevOps. Thats a tech stack. Real DevOps was always about ownership. About the engineer who gets paged at [--] AM not because they wrote YAM but because they understood how the system behaves under fire. The one who truly owns the system when everything breaks. But now Everyone wants DevOps Engineer in their LinkedIn"
X Link 2025-08-17T13:35Z [----] followers, [----] engagements
"Your AWS bill: $10000/month Your competitor's AWS bill: $2000/month Same traffic. Same features. The difference They know these [--] cost optimization tricks: - Reserved Instances for predictable workloads - Spot Instances for batch processing - S3 Intelligent Tiering for storage - Right-sizing EC2 instances - Deleting unused Load Balancers Elastic IPs - And not using Kubernetes unless you really need it. Stop paying the "I don't know AWS" tax"
X Link 2025-08-18T13:43Z [----] followers, [----] engagements
""We need 99.9% uptime" CEO: Demands five nines Budget: Gives you three servers Timeline: Wants it yesterday Team: You and one intern Reality check: High availability costs money. You can't get enterprise reliability on startup budget. Pick two: Fast Cheap Reliable"
X Link 2025-08-19T05:42Z [----] followers, [---] engagements
"I talked to 300+ DevOps aspirants in the last [--] year. They all have the same complaint. I learned Docker Kubernetes AWS and Terraform. Built some projects. But interviews are asking questions I never prepared for. Heres what interviewers are actually asking in 2025: - Whats the biggest production incident youve handled - How did you troubleshoot a failing system during your on-call shift - What steps did you put in place to prevent it from happening again - Why did you choose EKS over ECS for your last project - Tell me about a time you had to optimize costs in a multi-cloud environment - You"
X Link 2025-08-19T20:38Z [----] followers, [----] engagements
"DevOps tech stacks that will last your entire career: AWS- A complete cloud platform The Swiss Army knife of cloud computing. When you need compute storage networking databases AI services or anything else AWS has it. Love it or hate it its not going anywhere. Docker- This is what started DevOps and will be around until its dawn Containers changed everything. Before Docker it works on my machine was a real problem. Now its just a meme. Docker solved deployment consistency forever. Kubernetes- It runs every big tech these days and its not going anywhere Google Netflix Spotify Airbnb - they all"
X Link 2025-08-27T14:02Z [----] followers, [----] engagements
"Learning DevOps can be 100% free and 100% project-based Use these [--] hands-on projects that cover real DevOps concepts like CI/CD Terraform EKS FinOps and DevSecOps. [--]. Deploying a production-ready 3-tier (React frontend+Flask backend + Postgres)application on AWS EKS (EKS RDS ALB Route53 OIDC IAM EC2) [--]. Configure self-managed SSL certificates to your Kubernetes application Running On EKS [--]. Deploy WordPress applicarion on AWS ECS Fargate and Mysql hosted on RDS [--]. Deploy a AWS Lambda with Terraform to send notificaton for expired IAM keys [--]. Setting OIDC on AWS for GitHub Actions Workflows"
X Link 2025-08-28T12:00Z [----] followers, 14.6K engagements
"You only need [--] tools to land a Devops jobs in [----] - AWS - Runs anything - Python - Automate everything - Kubernetes - Run containers in bulk - Terraform - Because we hate clicking - GitHub Action - CICD made easy Linux networking and Docker are default. Forget shiny new stacks. Master these - Big buck Devops role"
X Link 2025-08-29T11:41Z [----] followers, [----] engagements
"Every DevOps engineer making 4050+ LPA owes their salary to opensourse. 👉Your entire Devops career is built on tools that people created and gave away for free Linux - runs 96% of production servers (FREE) Docker - containerizes your apps (FREE) Kubernetes - orchestrates everything (FREE) Terraform - manages your infrastructure (FREE) Jenkins - automates your deployments (FREE) Prometheus - monitors your systems (FREE) Grafana - visualizes your metrics (FREE) Ansible - configures your servers (FREE) Nginx - serves your applications to millions(FREE) Meanwhile proprietary alternatives cost"
X Link 2025-08-30T04:26Z [----] followers, [----] engagements
"PWC Interview experience for Junior DevOps Engineer role ✅ Round 1: Screening Round (30 minutes) - Walk me through your current project architecture and your role in it. - Which DevOps tools have you worked with in the last [--] years - What AWS services have you used in production - How do you expose a Kubernetes application to external traffic - What is the purpose of a NAT Gateway - How do you check running processes in Linux - What command would you use to find files larger than 100MB - What is the difference between Deployment and StatefulSet in Kubernetes - What is a ConfigMap and how is"
X Link 2025-09-03T07:19Z [----] followers, 10.2K engagements
"Breaking into DevOps is hard. The tools seem endless. The requirements feel impossible. But heres the truth: It happens in your mind first then in reality. When you see a job posting asking for AWS Docker Kubernetes and Terraform your mind says impossible. Thats where you lose. Every DevOps engineer started exactly where you are. Overwhelmed and doubting. The difference They believed they could figure it out. Not because they were smarter. Because they changed their mindset. Instead of this is too complex - Ill learn one piece at a time. Instead of Ill never understand Kubernetes - Ill start"
X Link 2025-09-04T12:35Z [----] followers, [----] engagements
"Google was running Millions of containers before Docker even existed. While we were all struggling with VMs Google had been secretly using Linux cgroups since [----] to power their entire infrastructure. The technology was there. The power was incredible. But nobody else knew about it. Why Because cgroups were brutally complex. You needed to be a Linux wizard just to spin up a single container. Then Docker dropped in [----] and made it dead simple: What took Google engineers hours "docker run" What required deep Linux knowledge A simple command What was Google's secret weapon Available to"
X Link 2025-09-07T08:00Z [----] followers, [----] engagements
"Google was running millions of containers before Docker even existed. Before Docker Linux cgroups were like a hidden superpower that almost nobody knew about. Google had been using cgroups extensively for years to manage their massive infrastructure long before containerization became a buzzword. Cgroups - a Linux kernel feature from [----] that could isolate processes and control resources. But almost nobody knew it existed. The problem Cgroups were brutally complex and required deep Linux expertise to use. Then Docker arrived in [----] and changed everything. Docker didnt invent containers or"
X Link 2025-09-07T08:29Z [----] followers, [----] engagements
"Why did Kubernetes break up with Docker (Its not what you think) Everyone panicked when Kubernetes announced it was dropping Docker support. The Real Story: Kubernetes never actually used Docker the way you think it did. When you run containers in Kubernetes it needs to talk to a container runtime through a standard interface called CRI (Container Runtime Interface). Docker wasnt built for this. It was designed for developers not orchestrators. The Problem: Docker dockershim containerd runc your container Thats [--] layers just to run a container. Kubernetes had to maintain dockershim as a"
X Link 2025-09-08T10:59Z [----] followers, [----] engagements
"Oracle laid off an estimated [-----] employees globally - that's 7% of their workforce. When I saw this news the familiar wave of panic hit me. Then I remembered something that brought instant calm. If this happened to me tomorrow I'd bounce back quickly. Not because I'm special but because over the past [--] years I've been building something that most people overlook: visibility. It started with Medium blogs then LinkedIn last year and Twitter a few months back. What began as sharing knowledge became my safety net. Here's what I've learned: In uncertain times your network matters more than your"
X Link 2025-09-09T09:05Z [----] followers, 12.9K engagements
"Aravind Srinivas had to move to the US to build @perplexity_ai Sundar Pichai had to move too to lead Google The pattern is clear: We have the talent but not the ecosystem. While Indian VCs are busy funding the 47th food delivery app Silicon Valley is betting on the future of AI robotics and space tech. Our regulatory maze makes starting a business feel like solving a Rubiks cube blindfolded. Want to raise funds Heres [---] forms. Want to hire globally Good luck with compliance. Meanwhile a 19-year-old in San Francisco can incorporate a company raise seed funding and ship to users - all in the"
X Link 2025-09-09T11:13Z [----] followers, [----] engagements
"Stop asking Which cloud is better And start asking Which cloud fits YOUR use case 👉After working with all three major cloud providers heres the real breakdown you actually need: Object Storage: - AWS: S3 - Azure: Blob Storage - GCP: Cloud Storage Data Warehousing: - AWS: Redshift - Azure: Synapse Analytics - GCP: BigQuery Orchestration: - AWS: Step Functions AWS Batch MWAA - Azure: Data Factory Logic Apps - GCP: Cloud Composer Workflows Serverless Compute: - AWS: Lambda - Azure: Functions - GCP: Cloud Functions Cloud Run Streaming: - AWS: Kinesis - Azure: Event Hubs Stream Analytics - GCP:"
X Link 2025-09-10T08:56Z [----] followers, [----] engagements
"My first week working with GCP a colleague walked me through our VPC architecture. Coming from AWS I assumed a VPC was confined to a single region. Its notand wrapping my head around that took some time. Heres the breakdown: Account + region scoped (lives in one account and region) Isolated by defaultyou connect them with peering or Transit Gateway Subnets are zonal and tied to a single AZ Global by default (one VPC spans all regions) Project-scoped but can be shared across projects (Shared VPC) Subnets are regional and can be expanded with new CIDR ranges Private Services Access/Connect"
X Link 2025-09-10T09:55Z [----] followers, 10.9K engagements
"The days of well teach you Kubernetes on the job are over. Companies want engineers who think in systems not just tools. Job descriptions used to list Docker Jenkins and AWS as requirements. Now they want you to design the entire infrastructure from scratch. The interview questions evolved: How would you architect zero-downtime deployments for a banking application Walk me through your approach to auto-scaling across multiple regions during Black Friday traffic. Tell me about implementing chaos engineering in a production environment with strict SLA requirements. Theyre not just asking if you"
X Link 2025-09-12T05:18Z [----] followers, [----] engagements
"Yesterday I completed [--] years in KPMG. When Interviewed for KPMG these are the questions they asked. 👉Round 1: Coding Challenges 👈 - Design and implement a Terraform module for a multi-tier application infrastructure with proper state management - Write a shell script to automate log rotation and system cleanup with error handling and notifications - Create a Python script for parsing and analyzing AWS CloudWatch metrics with data visualization 👉Round 2: Technical 👈 - Design a highly available scalable architecture for a microservices application on AWS with auto-scaling and disaster"
X Link 2025-09-13T07:38Z [----] followers, 20.2K engagements
"Stop chasing Cloud/Kubernetes certs blindly. Shiny certs will not get you a devops job in [----] building realistic projects will. Use these [--] hands-on projects that cover real DevOps concepts like CI/CD Terraform EKS FinOps and DevSecOps. [--]. Deploying a production-ready 3-tier (React frontend+Flask backend + Postgres)application on AWS EKS (EKS RDS ALB Route53 OIDC IAM EC2) 👉 [--]. Configure self-managed SSL certificates to your Kubernetes application Running On EKS 👉 [--]. Deploy WordPress applicarion on AWS ECS Fargate and Mysql hosted on RDS 👉 [--]. Deploy a AWS Lambda with Terraform to send"
X Link 2025-09-13T18:04Z [----] followers, 21.5K engagements
"Build these [--] projects to learn start your real Devops journey. These include AWS (ECS Lambda EKS) Terraform Github Action Kubernetes. Stop chasing Cloud/Kubernetes certs blindly. Shiny certs will not get you a devops job in [----] building realistic projects will. Use these [--] hands-on projects that cover real DevOps concepts like CI/CD Terraform EKS FinOps and DevSecOps. [--]. Deploying a production-ready Stop chasing Cloud/Kubernetes certs blindly. Shiny certs will not get you a devops job in [----] building realistic projects will. Use these [--] hands-on projects that cover real DevOps concepts"
X Link 2025-09-13T18:07Z [----] followers, [----] engagements
"I want to work for Google/AWS Not because I want: - Free food sleeping pod clicks with shiny logo. - Big paycheque stock options and credibility comes with the name. - Bragging rights ( maybe thoda sa😀) Because one day i want to make a viral I quit my job at Google video for my youtube channel"
X Link 2025-09-16T08:19Z [----] followers, [----] engagements
"In my DevOps bootcamp last month I built a complex project on AWS ECS. AWS + Terraform + GitHub Actions + multi-environment setup 🏗 Architecture Overview: Application Stack: Flask + Nginx + Redis microservices Container Orchestration: ECS Fargate for [--] services Service Mesh: ECS Service Connect for inter-service communication Load Balancing: ALB with HTTPS listener DNS & SSL: Route53 + ACM for domain management Database: RDS PostgreSQL in private subnets Caching: Redis for session management & caching 🔐 Security & Best Practices: ✅ Multi-AZ deployment across [--] availability zones ✅ Private"
X Link 2025-09-16T11:51Z [----] followers, 13.4K engagements
"Why 90% of DevOps Engineers Cant Debug a Simple Server Issue Every week I see someone with [--] years DevOps experience who can deploy to Kubernetes but freezes when asked to troubleshoot why a server is running slow. They know every Terraform module by heart but cant explain why their application randomly crashes at [--] AM. ❎DevOps isnt Docker commands and YAML files. ✅Its understanding systems at a fundamental level before you automate them. 👉The Foundation Most People Skip: How DNS actually resolves and why your service discovery fails Reading system metrics: CPU memory disk I/O and what they"
X Link 2025-09-17T05:21Z [----] followers, 12.3K engagements
"Learning Terraform can be 100% free and 100% project-based. 👉 Getting started with Terraform 👉 Terraform Variables and Locals 👉 Terraform State and Providers 👉 Terraform Resources and Data Sources 👉 Terraform loops with Count and For_Each 👉 Terraform If/Else conditional statement 👉 Terraform Dynamic blocks 👉 Terraform Functions 👉 Terraform Modules 👉 Terraform Map transformation 👉 Terraform Workspaces and Remote State 👉 Terraform Best Practices 👇 Once you learn these concepts build these real-world projects https://lnkd.in/gYgUpeJW https://lnkd.in/gSGmAymh https://lnkd.in/g36Bcrfk"
X Link 2025-09-18T17:47Z [----] followers, [----] engagements
"🚨 DEVOPS IS DYING. But not in the way you think. The title didnt get killed. The mindset did. What started as a culture shift to break silos has become a checklist: [--]. Jenkins [--]. Docker [--]. Kubernetes [--]. CI/CD [--]. Prometheus [--]. Terraform Thats not DevOps. Thats a tech stack. Real DevOps was always about ownership. About the engineer who gets paged at 2AM not because they wrote YAML but because they understood how the system behaves under fire. But now Everyone wants DevOps Engineer in their LinkedIn title. Few want to be the one called when production is down. DevOps isnt dying. Its just"
X Link 2025-09-19T05:55Z [----] followers, 15.7K engagements
"The dirty secret of DevOps: 90% of looking experienced comes down to having the right commands in your toolkit. jq - Turns JSON chaos into readable data Stop squinting at 500-line API responses. Parse Kubernetes output Docker configs and API calls like a human being. nc - Tests if stuff actually works Before you blame DNS certificates or Mercury being in retrograde check if the port is even open. Ctrl+R - Your terminals time machine Find any command from your history in [--] seconds instead of arrow-keying through your entire life story. kubectx/kubens - Kubernetes without the pain Switch"
X Link 2025-09-20T01:41Z [----] followers, 14.9K engagements
"DevOps tech stacks that will last your entire career: Python- Many will come and go but Python was Python is and Python will always be Automation scripts data processing machine learning web APIs - Python does it all. While other languages chase trends Python quietly runs half the internet. AWS- A complete cloud platform The Swiss Army knife of cloud computing. When you need compute storage networking databases AI services or anything else AWS has it. Love it or hate it its not going anywhere. Docker- This is what started DevOps and will be around until its dawn Containers changed everything."
X Link 2025-09-21T05:55Z [----] followers, 12K engagements
"Breaking into DevOps is hard. The tools seem endless. The requirements feel impossible. But heres the truth: It happens in your mind first then in reality. When you see a job posting asking for AWS Docker Kubernetes and Terraform your mind says impossible. Thats where you lose. Every DevOps engineer started exactly where you are. Overwhelmed and doubting. The difference They believed they could figure it out. Not because they were smarter. Because they changed their mindset. Instead of this is too complex - Ill learn one piece at a time. Instead of Ill never understand Kubernetes - Ill start"
X Link 2025-09-21T20:55Z [----] followers, [----] engagements
"If I Were to Start Learning DevOps From Zero This Is How I Would Have Done It 🫵Here is the 6-month no-bullshit roadmap ✅ Month 1: Linux Networking Shell Scripting and Git Learn Linux commands (ls cd grep find) file permissions and process management. Master networking basics including TCP/IP DNS load balancers and firewalls. Build shell scripting skills with variables loops and functions. Complete Git essentials - clone commit push pull branching and merging. ✅ Month 2: Cloud Platforms and Containerization Focus on AWS fundamentals - EC2 instances S3 storage VPC networking IAM roles and"
X Link 2025-09-22T02:31Z [----] followers, 14.9K engagements
"Google was running millions of containers before Docker even existed. Before Docker Linux cgroups were like a hidden superpower that almost nobody knew about. Google had been using cgroups extensively for years to manage their massive infrastructure long before containerization became a buzzword. Cgroups - a Linux kernel feature from [----] that could isolate processes and control resources. But almost nobody knew it existed. The problem Cgroups were brutally complex and required deep Linux expertise to use. Then Docker arrived in [----] and changed everything. Docker didnt invent containers or"
X Link 2025-09-22T05:41Z [----] followers, 11.6K engagements
"The days of well teach you Kubernetes on the job are over. Companies want engineers who think in systems not just tools. Job descriptions used to list Docker Jenkins and AWS as requirements. Now they want you to design the entire infrastructure from scratch. The interview questions evolved: How would you architect zero-downtime deployments for a banking application Walk me through your approach to auto-scaling across multiple regions during Black Friday traffic. Tell me about implementing chaos engineering in a production environment with strict SLA requirements. Theyre not just asking if you"
X Link 2025-09-22T12:02Z [----] followers, [----] engagements
"I am going to create some exclusive high value Devops resources for my followers. Tell me what you need in comments👇"
X Link 2025-09-22T19:34Z [----] followers, [----] engagements
"Every DevOps engineer making 4050+ LPA owes their salary to opensourse. 👉Your entire Devops career is built on tools that people created and gave away for free Linux - runs 96% of production servers (FREE) Docker - containerizes your apps (FREE) Kubernetes - orchestrates everything (FREE) Terraform - manages your infrastructure (FREE) Jenkins - automates your deployments (FREE) Prometheus - monitors your systems (FREE) Grafana - visualizes your metrics (FREE) Ansible - configures your servers (FREE) Nginx - serves your applications to millions(FREE) Meanwhile proprietary alternatives cost"
X Link 2025-09-23T05:50Z [----] followers, 10.5K engagements
"Stop chasing Azure certs thats the most effective. The best way to learn Azure: Projects not tutorials. 👉Build a global static website with Azure Blob Storage + Azure CDN + Azure Front Door for multi-region failover 👉 Create a microservices architecture using Azure Functions + Azure API Management + Azure Service Bus for async messaging 👉 Deploy a scalable chatbot with Azure Bot Service + Language Studio + Azure Cognitive Search for intelligent document retrieval 👉 Set up a high-availability database cluster with Azure SQL Database + read replicas + automatic failover groups 👉 Build an"
X Link 2025-09-23T08:53Z [----] followers, [----] engagements
"The biggest problem I see with junior DevOps engineers 👉They're terrified of asking "dumb" questions. You'll stare at failing pipelines for two hours when a 30-second teams/slack message could have fixed it. You'll rebuild an entire Kubernetes cluster when someone could have told you it was just a misconfigured label. You'll debug cloud permissions for days when your senior already solved this exact issue last month. No one on your team cares if your question seems basic. We care when production goes down because you were too proud to ask why your Terraform module wasn't working. Normalize"
X Link 2025-09-24T04:40Z [----] followers, [----] engagements
"Docker is Go. Kubernetes is Go. Terraform is Go. Grafana is Go. Prometheus is Go. Consul is Go. Vault is Go. Istio is Go. Etcd is Go. As a Devops engineer with Python skill 👉Should we learn Go"
X Link 2025-09-25T03:00Z [----] followers, [----] engagements
"@EddyEkofo They pay big bucks to Devops engineer because its not easy to be one. If it was that simple no one would shell out all these fat salaries for Devops professionals"
X Link 2025-09-25T11:24Z [----] followers, [--] engagements
"10239 lines of code. That's all it took for a 21-year-old student to start a revolution from his room in [----]. His name was Linus Torvalds. The Creator of Linux. He wasn't satisfied with the operating systems available like MS-DOS so he decided to create his own version of UNIX for his personal computer. On September [--] [----] he released the first version of his project which he called a "hobby". The most important decision he made was to make the project's source code available for free. This meant anyone could see it modify it and help improve it. Programmers from around the world started"
X Link 2025-09-25T17:15Z [----] followers, [----] engagements
"Give me [--] minutes and I'll teach you [--] rules for becoming a better DevOps engineer: [--]. Automate everything but automate smartly. Start with the processes that cause the most pain or consume the most time. [--]. Monitor what matters not everything. Focus on metrics that directly impact user experience and business goals. Don't get lost in tracking every little server metric. [--]. Build resilient systems not perfect ones. Accept that failures will happen and design for recovery. [--]. Always have a rollback plan. Before any deployment know exactly how you'll undo it if things go wrong. Test your"
X Link 2025-09-27T04:29Z [----] followers, [----] engagements
"Having conducted many DevOps interviews let me share what really matters when it comes to Terraform questions. Here's what you should focus on State Management: - Understand how to handle state drift using a terraform plan and state validation - Know how to fix issues when someone makes manual changes in the cloud - Explain how to use state locking to prevent multiple people from changing things at once - Show you how to import existing resources into Terraform state Protecting Resources: - Explain how to prevent accidental deletion of important resources - Know how to use the -target flag to"
X Link 2025-09-27T09:38Z [----] followers, [----] engagements
"Planning to resign without an Offer in hand. Should I do it"
X Link 2025-09-27T12:28Z [----] followers, [----] engagements
"10 Terraform Scenario Questions Every DevOps Engineer Should Know 1) What happens if your state file is accidentally deleted Answer: Terraform loses track of all managed infrastructure. On next apply it will attempt to recreate everything from scratch potentially causing conflicts with existing resources. 2) What happens if multiple team members run terraform apply simultaneously Answer: State file locking fails risking corrupted state and inconsistent infrastructure. One process succeeds while others error out potentially leading to drift if not managed properly. 3) What happens if a"
X Link 2025-09-28T11:29Z [----] followers, 12K engagements
"@Vijay_Sriram101 sent you there"
X Link 2025-09-28T20:23Z [----] followers, [---] engagements
"@Rinshad7Mohd Get a aws trail account use github codespaces and your laptop. Thats all you need to practice everyone"
X Link 2025-09-29T08:14Z [----] followers, [---] engagements
"- DevOps is dying. - Tools/Agents can replace DevOps engineers now. I heard these discouraging words when I started my DevOps journey. True we have Terraform Jenkins Kubernetes and even AI making things easier. But I'm grateful I followed my gut. 😊 Choosing DevOps turned out to be best decision: I build systems that actually help teams work better Every day brings new puzzles to solve with smart people The pay is great and I never stop learning And new paths will open for you But here's the best part - DevOps opened doors I didn't even know existed. It's my gateway into cloud security"
X Link 2025-09-30T09:24Z [----] followers, [---] engagements
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