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Five Powerful Ways AI Is Transforming the DevOps Playbook

<div><img alt="" class="attachment-large size-large wp-post-image" height="330" src="https://devops.com/wp-content/uploads/2025/04/image-1-1.jpg" style="margin-bottom: 0px;" width="770" /></div><img alt="" class="attachment-thumbnail size-thumbnail wp-post-image" height="150" src="https://devops.com/wp-content/uploads/2025/04/image-1-1-150x150.jpg" width="150" />The DevOps playbook is rapidly transforming because of recent advancements in artificial intelligence (AI).

MLOps for Green AI: Building Sustainable Machine Learning in the Cloud

<div><img alt="GreenOps, MLOps, Green AI, digital, cloud, sustainable, FinOps sustainable cloud cost Lightstep blue-green deployment authorization" class="attachment-large size-large wp-post-image" height="330" src="https://devops.com/wp-content/uploads/2020/11/greenlight.jpg" style="margin-bottom: 0px;" width="770" /></div><img alt="GreenOps, MLOps, Green AI, digital, cloud, sustainable, FinOps sustainable cloud cost Lightstep blue-green deployment authorization" class="attachment-thumbnail size-thumbnail wp-post-image" height="150" src="https://devops.com/wp-content/uploads/2020/11/greenlight-150x150.jpg" width="150" />Enter MLOps for Green AI: A fusion of machine learning operations (MLOps) and sustainable DevOps practices that promise to make AI not just smarter, but greener.

Heroku Extends PaaS Reach to AI Application Development

<div><img alt="Heroku, PaaS, ai-driven, microservices, DevOps ITIL ITSM Nobl9 SLO SLA architecture SLO microservices CI/CD" class="attachment-large size-large wp-post-image" height="330" src="https://devops.com/wp-content/uploads/2020/05/microservices-CI_CD.jpg" style="margin-bottom: 0px;" width="770" /></div><img alt="Heroku, PaaS, ai-driven, microservices, DevOps ITIL ITSM Nobl9 SLO SLA architecture SLO microservices CI/CD" class="attachment-thumbnail size-thumbnail wp-post-image" height="150" src="https://devops.com/wp-content/uploads/2020/05/microservices-CI_CD-150x150.jpg" width="150" />Heroku, a subsidiary of Salesforce, is piloting support for inference capabilities within its platform-as-a-service (PaaS) environment in addition to tightening the level of integration it provides with artificial intelligence (AI) agents developed by its parent company.

AWS Adds Support for Multiple Languages to Amazon Q Developer

<div><img alt="AWS, agents" class="attachment-large size-large wp-post-image" height="330" src="https://devops.com/wp-content/uploads/2025/04/software-developer-6521720_1280-2.jpg" style="margin-bottom: 0px;" width="770" /></div><img alt="AWS, agents" class="attachment-thumbnail size-thumbnail wp-post-image" height="150" src="https://devops.com/wp-content/uploads/2025/04/software-developer-6521720_1280-2-150x150.jpg" width="150" />Amazon Web Services (AWS) has added multiple language support to the GenAI agents it makes available for application developers.

Test SX

DevOps-as-a-Service: Simplifying Development and Operations Integration

<div><img alt="devops-as-a-service, data, Synopsis, prototyping, core web vitals, devops," class="attachment-large size-large wp-post-image" height="330" src="https://devops.com/wp-content/uploads/2025/02/devops-3155972_1280-2.jpg" style="margin-bottom: 0px;" width="770" /></div><img alt="devops-as-a-service, data, Synopsis, prototyping, core web vitals, devops," class="attachment-thumbnail size-thumbnail wp-post-image" height="150" src="https://devops.com/wp-content/uploads/2025/02/devops-3155972_1280-2-150x150.jpg" width="150" />Organizations can leverage DaaS to implement strategies for protecting sensitive data and enforcing compliance with regulatory requirements.

DeepCoder: Revolutionizing Software Development with Open-Source AI

<div><img alt="DeepCoder, ai-asssited, Google, AI agents, AI tools, datadog, observability, tools, IBM, developers, AWS, tools, Crowdbotics, AI, GenAI, tools, AI tools, generative AI tools, projects, Buildkite AI DevOps Testlio DataStax" class="attachment-large size-large wp-post-image" height="330" src="https://devops.com/wp-content/uploads/2020/04/Pitfalls-AI-Tools.jpg" style="margin-bottom: 0px;" width="770" /></div><img alt="DeepCoder, ai-asssited, Google, AI agents, AI tools, datadog, observability, tools, IBM, developers, AWS, tools, Crowdbotics, AI, GenAI, tools, AI tools, generative AI tools, projects, Buildkite AI DevOps Testlio DataStax" class="attachment-thumbnail size-thumbnail wp-post-image" height="150" src="https://devops.com/wp-content/uploads/2020/04/Pitfalls-AI-Tools-150x150.jpg" width="150" />DeepCoder-14B-Preview matches proprietary models with just 14B parameters, democratizing AI coding assistance through open-source reinforcement learning techniques.

Five Great DevOps Job Opportunities

<div><img alt="jobs, careers, devops, opportunities, engineers" class="attachment-large size-large wp-post-image" height="330" src="https://devops.com/wp-content/uploads/2025/04/work-7157268_1280-1.png" style="margin-bottom: 0px;" width="770" /></div><img alt="jobs, careers, devops, opportunities, engineers" class="attachment-thumbnail size-thumbnail wp-post-image" height="150" src="https://devops.com/wp-content/uploads/2025/04/work-7157268_1280-1-150x150.png" width="150" />Looking for a change of desk? The five DevOps jobs highlighted this week include engineer roles at Novartis and the Levi Strauss Co.

Learn one cloud provider and learn it well

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Automate Your Life with Low Code Platforms

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Learning Kubernetes - The First App to Deploy

When you are learning Kubernetes it is important to start using it right away. You have to find fun practical applications. In this video we will deploy our first application on Kubernetes. Linkding is a self-hosted bookmark manager that you can use from any device. Want to become a highly-paid DevOps engineer? Go here: https://www.skool.com/kubecraft If you're new to my channel, I'm Mischa van den Burg. I help ambitious professionals break into tech and scale their DevOps careers. Our community brings together over 400 paying members who are transforming their careers in tech. How I got here... 29 yrs old: Quit my job as a Nurse. Taught myself DevOps while working full-time. 30 yrs old: Landed my first junior DevOps position in just 6 months 31 yrs old: Doubled my salary by securing my first consulting role 32 yrs old: Built an advanced Kubernetes homelab, started sharing online 33 yrs old: Became a Microsoft MVP, grew to 34,000+ YouTube subscribers 34 yrs old: Built the Top 1% Awarded DevOps community on Skool Today: Running multiple 6-figure DevOps contracts while teaching others Our community now has: • 500+ paying members • 40+ hours of premium courses • Succesful career changers from related and unrelated fields. • Members doubling their salaries in less than 12 months Want proof this works? Google me. Check my GitHub (400+ stars). Look up my Microsoft MVP status. Thousands of 5 star reviews on several platforms. To all the career changers and ambitious engineers: Your past doesn't determine your future. I went from nurse to highly-paid DevOps consultant in 18 months. The worse the struggle, the better the comeback. You either level up your career or get an epic story trying. Both mean you win. Want a FREE DevOps community? Go here: https://www.skool.com/mischa Keep building, Mischa FULL DISCLOSURE I create content to build trust with ambitious professionals. The best ones join our premium community, where we help them accelerate their careers. Simple as that. How this content was made

Practical application wins over certifications but there are exceptions

If you are seeking a junior dev role, certifications are a must.