38 Best Tweets About DevOps (2026)

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Ayaan 🐧

@twtayaan · Apr 2, 2026

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🚨 AWS DevOps Agent is finally here! On March 31, 2026, AWS DevOps Agent became generally available. This is actually a big deal. It can: → Generate CI/CD pipelines → Debug failed deployments → Suggest infrastructure changes → Analyze logs and incidents → Help with Terraform &… Read more

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Aurimas Griciūnas

@Aurimas_Gr · Jun 5, 2026

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As an 𝗔𝗜 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿 you should also care about regular, non LLM-based ML models, productionising them comes with its own challenges. For example, 𝗖𝗜/𝗖𝗗 process is 𝗱𝗶𝗳𝗳𝗲𝗿𝗲𝗻𝘁 𝗳𝗼𝗿 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗣𝗿𝗼𝗷𝗲𝗰𝘁𝘀 compared to regular software. The important difference that the Machine… Read more

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TechWorld with Nana | DevOps 🚀

@Njuchi_ · Dec 14, 2025

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The Minimalist, The Paranoid, and The Practical walk into a bar... Actually, they walk into a deployment meeting. And they all think the other two are doing CI/CD completely wrong. But here is the thing: 𝗧𝗵𝗲𝗿𝗲'𝘀 𝗻𝗼 "𝗰𝗼𝗿𝗿𝗲𝗰𝘁" 𝗻𝘂𝗺𝗯𝗲𝗿 𝗼𝗳 𝗲𝗻𝘃𝗶𝗿𝗼𝗻𝗺𝗲𝗻𝘁𝘀 𝗯𝗲𝘁𝘄𝗲𝗲𝗻 𝘆𝗼𝘂𝗿 𝗹𝗮𝗽𝘁𝗼𝗽 𝗮𝗻𝗱… Read more

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Dr Milan Milanović

@milan_milanovic · Mar 17, 2026

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𝗧𝗵𝗲 𝗔𝘇𝘂𝗿𝗲 𝗧𝗲𝗰𝗵 𝗦𝘁𝗮𝗰𝗸 Here are the most important Azure services organized by layer. 𝟭. 𝗙𝗿𝗼𝗻𝘁𝗲𝗻𝗱 Here we have Static Web Apps for Single-Page Applications, and a Content Delivery Network (CDN) for edge caching. If you need global routing, you can use Front Door, and here you… Read more

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TechWorld with Nana | DevOps 🚀

@Njuchi_ · Dec 23, 2025

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5 Kubernetes mistakes costing you months of progress 😬 After teaching DevOps, here's what I see over and over: ❌ Jumping into K8s without understanding containers first ❌ Setting up your own cluster from scratch as a beginner ❌ Memorizing YAML syntax instead of understanding… Read more

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Paul Iusztin

@pauliusztin_ · Apr 9, 2026

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A student from our Agentic AI Engineering course just built an on-call site reliability engineer agent. (It can debug production incidents in less than 60 seconds) Check it out → https://t.co/4wKDqdUg4X Most incident responses typically require site reliability engineers to: •… Read more

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Vaishnavi

@_vmlops · May 19, 2026

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Kubernetes troubleshooting is a core skill for DevOps engineers, especially in production where issues like CrashLoopBackOff, Pending pods, ImagePullBackOff, OOMKilled errors, DNS failures, ingress issues, volume mount problems, resource pressure, restart loops & networking… Read more

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Avi Chawla

@_avichawla · Apr 24, 2026

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DevOps vs. MLOps vs. LLMOps: Many teams are trying to apply DevOps practices to LLM apps. But DevOps, MLOps, and LLMOps solve fundamentally different problems. DevOps is software-centric. You write code, test it, and deploy it. The feedback loop is straightforward: Does the… Read more

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Arpit Bhayani

@arpit_bhayani · Jul 11, 2026

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Months of building and shipping AI systems made me realize - one thing that makes agentic workflows work is good old best devops practices. If you do not have proper tooling, clean (and also well-defined) processes, and ephemeral environments set up, an AI agent cannot run or… Read more

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Shalini Goyal

@goyalshaliniuk · Apr 4, 2026

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Choosing the right deployment strategy can make or break the rollout of new microservices. This guide breaks down five popular deployment patterns every DevOps and backend engineer should understand: 1. Blue-Green Deployments Switch traffic between two identical environments… Read more

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Shalini Goyal

@goyalshaliniuk · Jul 18, 2026

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Building scalable applications with microservices demands more than just code. It’s a carefully designed flow from pre-production to production - integrating APIs, containers, databases, and cloud infrastructure. 1. Pre-production Flow It all starts with the developer. APIs are… Read more

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Mischa van den Burg

@mischavdburg · Apr 1, 2026

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You don't need 12 certifications to break into DevOps. You need: - Linux fundamentals (not just commands, the actual OS) - One cloud provider, learned deeply - Kubernetes, deployed and broken on purpose - A homelab that proves you've done the work That's the whole list.

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Branko

@brankopetric00 · Jul 25, 2026

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Nobody gets hired in DevOps for knowing what a load balancer is. I've spent 2 years sharing free content with people trying to break in, and the ones who struggle almost always make the same mistake: They collect. Certs. Courses. Cheat sheets. Another YouTube playlist.… Read more

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K.O.O

@Dominus_Kelvin · May 24, 2026

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Young startups do not need a DevOps specialist. A cracked senior or mid-level fullstack engineer can handle deployment, CI/CD, servers, monitoring, databases, and shipping the product. Most startups are hiring for complexity they have not encountered yet.

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Enisco

@enisco · Apr 4, 2026

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How CI/CD pipelines work (explained in 2 mins or less): A CI/CD pipeline is an automated workflow that facilitates continuous integration (CI) and continuous delivery or deployment (CD) by managing code building, testing, and release processes. It integrates the various stages… Read more

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Your Designer

@Daviowhite · Mar 18, 2026

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Pushed my First Commits last night These are the steps I followed 1. I started building in Google AI studio for the first time then faced a challenge with testing on my device 2. I downloaded the react codes to my device and created a repo in GitHub after chatting with macOS… Read more

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Abhishek Singh

@0xlelouch_ · Jul 20, 2026

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Top 10 practical DevOps resources (for working devs): 1) Google SRE Book (free online): SLOs, error budgets, incident response, and why toil kills teams. 2) The Phoenix Project: good mental model for flow, constraints, and why approvals and batching wreck delivery. 3)… Read more

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Emmy Codes 🪖🚀👨‍💻

@_devEmmy · Mar 30, 2026

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Day 36 of Coding – AI | Machine Learning 🚀 Hi guys, Today was mostly about preparing my FastAPI project for real-world deployment. I learned how to handle database migrations using Alembic, which allows me to automatically detect changes in my SQLAlchemy models and generate… Read more

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Abhishek Singh

@0xlelouch_ · Jul 29, 2026

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90% of DevOps in 2026 is still 10 boring concepts executed under pressure: 1) Linux + networking basics. DNS vs TCP timeouts, conntrack, MTU, and why it works on the node but not in the pod. 2) Containers are packaging, not isolation. Know cgroups limits, file descriptors, PID… Read more

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zavx

@zavxai · Jul 29, 2026

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Everyone wants to become a Software Engineer. Very few are talking about Platform Engineering. But every fast-growing engineering team eventually needs a platform that helps developers build, test, deploy, and scale software efficiently. If I were starting in 2026, this is the… Read more

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Harshil Tomar

@Hartdrawss · May 22, 2026

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This reddit engineer's company got HACKED in <1 week here's what they missed ( the mistake was not the code ) : 1/ they shipped before owning the release > first basic version was ready to deploy > another dev handled it like routine work > founder believed vibe coding was… Read more

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Anurag Goel

@anuraggoel · Jun 16, 2026

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The best infrastructure shifts happen when a new application pattern breaks old assumptions. Agents are breaking a lot of them. They still need the basics: CI/CD, databases, caches, networking, previews, autoscaling, and IaC. But they also need isolated compute, long-running… Read more

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Uday👨‍💻

@uday_devops · Jun 12, 2026

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Cloud Engineer != DevOps Engineer📚 Let me clear this up once and for all. They're not interchangeable roles, no matter what those job descriptions tell you. Cloud Engineers own: ✔️Cloud infrastructure architecture, maintenance, Resource provisioning and management ✔️Migrations… Read more

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Techjunkie Aman

@Techjunkie_Aman · Apr 3, 2026

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Most people think Docker is complicated. It’s not. You’re just missing the point. Docker: • Packages your app + dependencies • Runs the same everywhere • Lightweight vs VMs • No “works on my machine” Think: Portable app box 📦 Why devs rely on it: • Faster setup (no manual… Read more

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Emmy Codes 🪖🚀👨‍💻

@_devEmmy · Mar 31, 2026

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Day 37 of Coding – AI | Machine Learning 🚀 Hi guys, Just wrapped up Day 37. I was on seat for about 8 hours today working on deploying my FastAPI application on a real server. I walked through the full deployment pipeline on an AWS EC2 server running Ubuntu, which helped me… Read more

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Branko

@brankopetric00 · Jul 28, 2026

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AI can't replace DevOps Engineers, here's why: AI raises throughput and instability at the same time. DORA 2025 found AI adoption correlates with higher delivery throughput but a negative relationship with delivery stability. More changes, same blast radius. 66% of developers… Read more

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Ankit ☁︎ ❯

@ankit_ops2799 · Jul 28, 2026

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If your CI/CD pipeline takes more than 15 minutes to run, your developers aren't building software. They're context-switching into oblivion waiting for a green checkmark. Slow feedback loops are the hidden productivity killer in modern engineering teams. Here's how to shrink… Read more

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Raul Junco

@RaulJuncoV · May 18, 2026

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You wouldn’t ship a service with no tests. But teams are shipping agents with no evals. That’s the part nobody wants to admit. Most agent quality today is still a vibe check: “It worked in the demo.” “Users haven’t complained.” “The dashboard is green.” But green dashboards… Read more

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Hamid Dadkhah

@hamidships · Jul 30, 2026

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the real "software factory" isn’t everyone using coding agents. that’s the 2x. the 10x is a different thing entirely. the loop starts closing on its own. 2x = every engineer using agents, ~100% AI-generated code. soon, that’ll be table stakes. you made the same loop faster, but… Read more

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Tosin Olugbenga

@TosinOlugbenga · Jun 8, 2026

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I just moved a production app off an online AI builder onto full local dev. Clone → configure → full stack running on any machine. Hosted builders are great for MVPs. Serious products need local-first. Why local matters If your app only runs in a hosted builder, you don't own… Read more

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Luca Mezzalira

@lucamezzalira · May 22, 2026

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The most expensive belief in our industry is that a new architecture will fix the rest of the company. Unless you also decentralise the decision making, reassess who owns what, and rethink the team boundaries, the architecture will start raising friction instead of removing it.… Read more

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Tristan Rhodes

@tristanbob · Apr 5, 2026

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Software developers, how many of you perform security stages in your CI/CD pipeline, including secret leak detection, static application security testing (SAST), and dependency vulnerability scanning? My guess is that indie devs don't do these steps and enterprise does... but… Read more

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Vaishnavi

@_vmlops · Jun 21, 2026

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GOOGLE ENGINEERS WERE TIRED OF WRITING BASH so they built a tool that changed how developers script forever every developer has been there you start with a "simple" bash script 20 lines in, you're googling how to split a string 40 lines in, you're debugging why a variable has… Read more

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Hot Aisle

@HotAisle · May 29, 2026

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I used AI to build this awesome self-hosted ephemeral GH runner solution on one of our extra servers. Crazy enough, as a test, I let Codex run remotely with ssh/sudo access (through Zed!). I gave specific instructions to ask for permission when it needed to do anything… Read more

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Alex

@alexanderOpalic · Jun 29, 2026

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Everyone's asking which jobs AI will replace. Wrong question. The real shift isn't roles disappearing. It's roles merging, and the unit of accountability getting bigger per person. The teams that win will look like startups inside big companies. Fewer people, each owning more of… Read more

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DEV Community

@ThePracticalDev · Apr 14, 2026

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Shipping code is only 99% of finishing a project. This dev breaks down what actually seals a release: versioned tags, branch hygiene, rulesets, release notes, licensing, CI/CD health, and more. Includes a checklist you can copy. { author: @georgekobaidze }… Read more

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Christian Saravia

@chrsaravia · Mar 29, 2026

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Day 40 of building Sara, my personal AI agent. "Sara, take the HTML file we built yesterday, add a draggable tennis ball that moves the ASCII art, push it to production. Add something to track visit analytics." This is where things start getting interesting. Not because of any… Read more

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DEV Community

@ThePracticalDev · May 9, 2026

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What does it look like to use Gemini CLI as your DevOps engineer? This dev deployed a LINE Bot cloud backup tool to Cloud Run by "talking" through each step, including the real pitfalls they hit along the way. { author: @Evan_Lin + @GoogleDevExpert } https://t.co/4asiStJvLR