#Devops Cicd

DevOps + AI Project🚀 Comment "Link" and I will help you build this project🚀 (DevOps and AI, AiOps, MCP, DevOps project, DevOps and AI project using MCP, AWS, Kubernetes, Model Context Protocol, DevOps for AI, CICD, Auto scaling, monitoring, MlOps project, DevOps engineer, Real world DevOps project, Real world AI projecf, AI for DevOps, Software engineering, DevOps) #devops #aiops #mcp #softwareengineering #explorepage

Comment “blog” & I’ll share the blog link & my notes with you in your DM 🤝🏻 (Make sure to follow else automation won’t work) Topic: CI/CD pipeline Save for your future interviews 📩 #dsa #systemdesign #tech #coding #codinglife #webdev #cicd #devops #kubernetes [dsa, system design, tls encryption, ssl, tech]

I reduced a Docker image from 756MB to 46MB without changing the application. Most production Docker images are unnecessarily large because of: node:latest Installing all dependencies No multi-stage builds Copying the entire project blindly Large Docker images slow down CI/CD pipelines, increase Kubernetes pod startup time, expand attack surface, and increase cloud costs This is why container optimization matters in real-world DevOps environments. If you're working with: Docker Kubernetes CI/CD Node.js Cloud deployments You need to understand image size optimization #Docker #DevOps #Kubernetes #CICD #CloudEngineering NodeJS Containerization SoftwareEngineering

“Everyone is talking about AI… but no one tells you how to actually use it in DevOps 😏 This guide breaks it down step-by-step — from zero to real implementation 🚀 If you’re serious about leveling up your DevOps game… this is for you.” Hashtags: #DevOps #AI #DevOpsEngineer #Automation #CloudComputing [TechCareer GitHub AWS Kubernetes CICD SRE MachineLearning TechGuide LearnDevOps CareerGrowth]

This DevOps Roadmap Got Me Into big tech 👩🏻‍💻 In 2025, DevOps Engineers are bagging some of the highest salaries out there, no wonder everyone wants to get into DevOps! But most beginners and even working professionals switching careers feel clueless without the right guidance. They start, but get stuck midway because they don’t know what to learn next. In my DevOps journey, I also felt the same. That’s why having a roadmap is EVERYTHING. It gives you clarity on: → What skills to start with → Which tools actually matter → How to move step by step without wasting time And I’ve curated this roadmap based on my learnings. This eventually got me into Google! Comment “devops” and I’ll send it to you right away! [devops, devops engineer, devops career, devops journey, cloud devops engineer, cloud computing, roadmap, roadmap for absolute beginner, coding, programming, tech jobs,]

Your code shouldn’t wait for manual deployment. That’s why CI/CD exists. #CICD #DevOps #MLOps #MachineLearning #SoftwareEngineering #DeveloperLife #TechReels #Programming #GitHub #Automation #AIEngineering #CactusAI

Follow and Comment Devops to join DevOps community. Devops is one the most important skills that an engineer should learn. #tech #sde #devops #coding #ai

🚨 Most candidates fail DevOps interviews… not because they don’t know tools, but because they can’t explain them. These DevOps questions are asked in real interviews again and again 👇 • CI/CD pipeline flow (real explanation > theory) • Docker vs Kubernetes (clear use-case matters) • Monitoring + logging (real-world scenarios) If you can explain these with clarity, you’re already ahead of 80% candidates. Save this before your next interview. Comment DEVOPS and I’ll share more. #devops #devopsengineer #interviewprep #techjobs #developersindia Keywords: DevOps interview questions, CI/CD pipeline, Docker vs Kubernetes, DevOps roadmap, Kubernetes basics, Docker concepts, cloud computing interview, AWS DevOps, monitoring tools DevOps, DevOps preparation

1. DevOps made simple: CI/CD explained Most beginners think deployment is magic. It’s not. You write code. You push it to git. A pipeline takes over. It builds the code. Runs tests. If everything is fine, it deploys automatically. That’s CI/CD. No manual uploads. No last-minute panic. Less bugs. Faster releases. If a build fails, you fix it first. If tests fail, the code stops there. This is how real teams ship software. More real-world dev concepts coming soon. #devops #cicd #softwareengineering #webdevelopment #programminglife #developers #techcareers #codingexplained #reallifeengineering

DevOps project for your resume. It is complete CI CD project. Flask as front end and MySQL as backend. #devops #tech #interview #job #kubernetes Need link?

Security isn’t a last step in DevOps — it’s built in from day one. Here are the top DevSecOps tools every modern engineer should know. #DevSecOps #CyberSecurity #DevOpsEngineer #CloudSecurity #AutomationTools #InfrastructureAsCode #Kubernetes #Terraform #GitHubActions #TechSkills

Day 16: CI/CD Pipeline Finally SUCCESS! 🔥 | DevOps Real Learning | Berojgaar Mulgi Journey 🚀 आज Day 16 मध्ये माझ्या DevOps journey मधला सर्वात मोठा lesson मिळाला! काल माझी CI/CD pipeline deployment step fail झाली होती, आणि 4–5 तास research करूनही solution मिळत नव्हतं. आज शांत मनाने logs पुन्हा check केले आणि कळलं— issue फक्त एका छोट्या spelling mistake मुळे होत होता! (master branch → mastarr 😅) हा experience सांगतो— कितीही class attend केल तरी काही गोष्टी फक्त practical करून आणि स्वतः debugging करूनच शिकता येतात! आणि हो… आज माझी पहिली पूर्ण CI/CD pipeline SUCCESS झाली! 🚀🔥 This is the real DevOps learning! Follow करा माझी 45 दिवसांची journey — Berojgaar Mulgi to DevOps Engineer 💻❤️ #DevOpsJourney #CICD #Jenkins #PipelineSuccess #DevOpsLearning #WomenInTech #DebuggingLife #45DaysChallenge #BerojgaarMulgiToDevOpsEngineer #GitHub #Automation #BuildAndDeploy #TechCreator #MarathiVlogger #MarathiTech #LearningByDoing #SoftwareEngineering #KeepLearning #KeepGrowing