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  1. Spent years chasing flaky tests in CI/CD before it clicked: they're usually coupled to implementation that changes every sprint, not to the testing tool.

    Test the user's flow, not the component internals. Refactor freely, the tests hold.

    My Cypress Ambassador Spotlight: cypress.io/blog/cypress-ambass

    #Cypress #TestAutomation #DevOps

  2. Andrew Ng’s new Agentic AI course breaks down 4 core patterns behind modern AI systems:

    🤔 Reflection - self-improvement
    🛠 Tool Use - APIs & web actions
    🧩 Planning - task flow
    🤖 Collaboration - multi-agent teamwork

    Perfect for builders of LLM automation & AI assistants.

    #AI #DevOps #Automation #LLM #AndrewNg #AgenticAI #AIagents

  3. 🔥 Think ChatGPT has it all figured out? 🤔 Think again! 😎💥

    Your AWS setup is pure chaos! 🤯 But Q from Amazon? It gets the madness. 😏🔧

    AI + cloud-native tech = the future of DevOps! 🚀👾

    youtube.com/shorts/5Tobn6nfDX8

    #AI #AWS #DevOps #CloudComputing #MachineLearning #AIinTech

  4. 🚨 Security doesn't start in prod — it starts at terraform plan.

    With Policy as Code tools like #OPA, #Checkov, Snyk, and #Sentinel by HashiCorp, you can catch misconfigs before they deploy. 🛡️

    🎥 youtube.com/shorts/C-2OJMFVz8c

    #Terraform #HashiCorp #DevSecOps #PolicyAsCode

  5. 🚨 Don’t build ML like it’s 2015!

    This is the DevOps stack modern AI teams are actually using — built for scale, speed, and sanity.

    👇 Watch this 60-sec breakdown:

    youtube.com/shorts/cNJPRH1mnL0

    #MLOps #AI #DevOps #MachineLearning #TechTwitter

  6. 🚀 AI teams without containers are like pilots with no runway.

    Here’s how containers supercharge AI workflows — from dev to deployment.
    👇
    🎥 youtube.com/shorts/bZ7o_Tctc_U

    #AI #DevOps #Containers #MachineLearning #TechTwitter

  7. The Last of Us Part III is on the way!

    Neil Druckmann revealed that he has ideas for the new installment and intends to implement them, mentioning the possibility of adding a new chapter to the story.

    #TheLastOfUsPartIII #NeilDruckmann #GamingNews #UpcomingGames #PlayStation #NaughtyDog #GameDevelopment #StorytellingInGames #TLOU3

  8. I discovered my Patronus is a Stag. Find yours with Wizarding World

    wizardingworld.com/patronus