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Agentic AI for DevOps

Master the future of intelligent automation by building and integrating agentic AI systems into modern DevOps workflows.
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Save 59% Offer ends on 31-Dec-2025
Course Duration: 10 Hours
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Agentic AI for DevOps is a comprehensive, self-paced online course that equips DevOps professionals, platform engineers, and AI developers with the tools and frameworks to build autonomous agents that revolutionize software delivery and infrastructure operations. This course brings the convergence of AI and DevOps to life—by demonstrating how intelligent agents, powered by LLMs and reasoning frameworks, can streamline CI/CD, auto-heal environments, and optimize observability.
 
What is Agentic AI for DevOps?
 
Agentic AI for DevOps refers to the use of autonomous, decision-making agents that can observe, reason, and act on DevOps systems—continuously improving performance, uptime, and deployment efficiency. Unlike static automation scripts or rule-based monitoring tools, agentic systems dynamically respond to real-time signals from CI/CD pipelines, cloud platforms, logs, and telemetry data. These AI-powered agents understand goals (e.g., resolve a failing deployment), navigate uncertainty, and collaborate to fix issues, run tests, provision environments, or scale services.
 
This course introduces you to practical implementations of DevOps agents—ranging from intelligent deployment managers and self-healing pods to alert triage agents and observability copilots. It combines the best of MLOps, platform engineering, and AIOps, all wrapped in an agentic framework using tools like LangChain, AutoGen, OpenAI API, ReAct, and Terraform/Ansible integrations.
 
How to Use This Course
 
To gain maximum value from this course:
  1. Start with the foundations. Understand what agentic AI means and how it applies to DevOps.
  2. Set up your lab environment. Use cloud platforms (AWS, Azure, or GCP), CI/CD pipelines (GitHub Actions, GitLab CI), and observability stacks (Prometheus, Grafana, ELK).
  3. Follow the code labs. Build your own agents using Python and LLM APIs that automate real-world DevOps workflows.
  4. Experiment with integrations. Connect agents to Terraform, Helm, Jenkins, Kubernetes, and other DevOps tools.
  5. Deploy agents. Run your agentic systems in containerized environments and observe their impact in production-like setups.
  6. Use the projects. Each project is designed to be adapted to your organization or portfolio. Customize and scale them.
By the end of the course, you’ll be ready to lead the future of AI-driven DevOps, where agents are co-pilots and decision-makers.

Course/Topic 1 - Coming Soon

  • The videos for this course are being recorded freshly and should be available in a few days. Please contact info@uplatz.com to know the exact date of the release of this course.

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Course Objectives Back to Top
By completing this course, learners will be able to:
 
  1. Understand agentic AI principles and their application in DevOps workflows.
  2. Build AI-powered deployment and rollback agents for CI/CD automation.
  3. Design alert triage agents that prioritize and respond to incidents autonomously.
  4. Integrate LLMs to summarize logs, propose fixes, and annotate alerts.
  5. Use multi-agent architectures for testing, scaling, and auto-remediation.
  6. Automate IaC workflows using agents connected to Terraform or Ansible.
  7. Connect agents to monitoring stacks like Prometheus, Loki, and Datadog.
  8. Implement secure and explainable AI agents with proper access control.
  9. Develop self-healing infrastructure using goal-based agent strategies.
  10. Evaluate and iterate agentic performance using reinforcement and feedback loops.
Course Syllabus Back to Top
Course Syllabus
 
Module 1: Introduction to Agentic AI in DevOps
  • Agentic AI and its role in infrastructure automation
  • Difference between traditional scripts and autonomous agents
  • Core tools and architectural principles
Module 2: Tooling Setup
  • Installing LangChain, OpenAI API, AutoGen
  • Connecting agents to CI/CD, cloud APIs, and monitoring tools
  • Environment setup with Docker/K8s
Module 3: Building CI/CD Automation Agents
  • Agentic pipeline manager for deployments
  • Rollback and promotion agents
  • GitHub Actions and Jenkins integration
Module 4: Log Triage and Incident Analysis Agents
  • LLM-based log summarization
  • Priority detection and auto-response
  • Linking alerts to remediation steps
Module 5: Intelligent Observability
  • Connecting agents to Prometheus and Grafana
  • Trend detection and anomaly flagging
  • Generating real-time dashboards via LLMs
Module 6: Infrastructure as Code with Agents
  • Terraform/Ansible driven provisioning agents
  • Goal-based infrastructure scaling
  • Validating IaC configurations with LLMs
Module 7: Testing and Quality Assurance Agents
  • Agents for unit and integration test generation
  • Code coverage and test feedback
  • Autonomous QA validation before deployment
Module 8: Multi-Agent System Design
  • Architecting systems with collaborating agents
  • Service discovery, memory, and shared goals
  • Using ReAct + AutoGen for reasoning
Module 9: Self-Healing and Remediation Agents
  • Detect-fix loop automation
  • Reinforcement learning for infrastructure resilience
  • Live simulations of agentic remediation
Module 10: Deployment & Scaling of DevOps Agents
  • Containerizing agents with Docker
  • Scaling agents in Kubernetes
  • DevSecOps best practices and observability
Capstone Projects (Modules 11–13)
  • Autonomous CI/CD system for a web app
  • Log analysis and auto-triage pipeline
  • Self-healing infrastructure on Kubernetes
Module 14: Ethics, Safety & Governance
 
  • Explainability, access control, fail-safes
  • Aligning with DevOps governance frameworks
  • Responsible AI in infrastructure
Certification Back to Top

Upon successful completion, learners receive a Certificate of Completion from Uplatz, recognizing their expertise in Agentic AI for DevOps. This industry-validated certification highlights your ability to integrate autonomous AI agents into real-world DevOps environments—enhancing operational efficiency, infrastructure reliability, and deployment automation. The certificate adds significant value to resumes and LinkedIn profiles and supports applications for roles like DevOps AI Engineer, Platform Automation Specialist, or AIOps Consultant. It signals your readiness to lead the transformation from traditional DevOps to intelligent, AI-enhanced infrastructure.

Career & Jobs Back to Top
Agentic AI is transforming DevOps at a foundational level—enabling proactive, intelligent, and scalable automation of operations. Completing this course opens doors to high-impact roles such as:
  • DevOps AI Engineer
  • Platform Automation Architect
  • Site Reliability Engineer (AI-enabled)
  • Cloud Infrastructure Engineer
  • AIOps Consultant
  • Autonomous Systems Operator
  • CI/CD Pipeline Developer (LLM-integrated)
  • Monitoring & Observability Automation Engineer
Organizations are actively looking for professionals who can architect AI-enhanced CI/CD workflows, intelligent remediation tools, and next-gen monitoring pipelines. Whether you're working in a startup, enterprise, or consultancy, this skillset places you at the forefront of DevOps innovation. As AI-first infrastructure becomes the norm, this course prepares you to lead DevOps into the future with confidence.
Interview Questions Back to Top
1. What is Agentic AI in DevOps?
Agentic AI in DevOps involves using autonomous agents that observe systems, make decisions, and take action—e.g., fixing build failures or scaling services—without human input.
 
2. How are LLMs used in DevOps pipelines?
LLMs can summarize logs, generate deployment scripts, explain alerts, and suggest fixes, improving automation and clarity in DevOps workflows.
 
3. What tools are used to build agentic DevOps systems?
Tools include LangChain, OpenAI API, AutoGen, ReAct, Terraform, Kubernetes, Jenkins, and Prometheus.
 
4. How do agentic systems differ from traditional automation?
Agentic systems are context-aware and decision-driven, whereas traditional automation is static and rule-based.
 
5. What is a self-healing infrastructure?
It refers to systems that can detect issues and resolve them autonomously—like restarting pods or rolling back bad deployments.
 
6. How do you ensure agents don’t cause damage in production?
By implementing boundaries, access controls, simulation environments, and fail-safe rollbacks.
 
7. What is the role of RL (Reinforcement Learning) in agentic DevOps?
RL helps agents learn which actions lead to better performance—like faster builds or reduced downtime.
 
8. How can agents assist with IaC?
They can auto-generate Terraform code, validate configurations, or detect drift between state files and cloud environments.
 
9. What’s the benefit of multi-agent systems in DevOps?
Multiple agents can specialize in monitoring, deployment, rollback, and testing—coordinating tasks for greater efficiency.
 
10. How do you explain actions taken by an agent?
By implementing traceable logs, reasoning chains, and LLM-generated explanations that justify agent behavior in audits.
Course Quiz Back to Top
Start Quiz
Q1. What are the payment options?
A1. We have multiple payment options: 1) Book your course on our webiste by clicking on Buy this course button on top right of this course page 2) Pay via Invoice using any credit or debit card 3) Pay to our UK or India bank account 4) If your HR or employer is making the payment, then we can send them an invoice to pay.

Q2. Will I get certificate?
A2. Yes, you will receive course completion certificate from Uplatz confirming that you have completed this course with Uplatz. Once you complete your learning please submit this for to request for your certificate https://training.uplatz.com/certificate-request.php

Q3. How long is the course access?
A3. All our video courses comes with lifetime access. Once you purchase a video course with Uplatz you have lifetime access to the course i.e. forever. You can access your course any time via our website and/or mobile app and learn at your own convenience.

Q4. Are the videos downloadable?
A4. Video courses cannot be downloaded, but you have lifetime access to any video course you purchase on our website. You will be able to play the videos on our our website and mobile app.

Q5. Do you take exam? Do I need to pass exam? How to book exam?
A5. We do not take exam as part of the our training programs whether it is video course or live online class. These courses are professional courses and are offered to upskill and move on in the career ladder. However if there is an associated exam to the subject you are learning with us then you need to contact the relevant examination authority for booking your exam.

Q6. Can I get study material with the course?
A6. The study material might or might not be available for this course. Please note that though we strive to provide you the best materials but we cannot guarantee the exact study material that is mentioned anywhere within the lecture videos. Please submit study material request using the form https://training.uplatz.com/study-material-request.php

Q7. What is your refund policy?
A7. Please refer to our Refund policy mentioned on our website, here is the link to Uplatz refund policy https://training.uplatz.com/refund-and-cancellation-policy.php

Q8. Do you provide any discounts?
A8. We run promotions and discounts from time to time, we suggest you to register on our website so you can receive our emails related to promotions and offers.

Q9. What are overview courses?
A9. Overview courses are 1-2 hours short to help you decide if you want to go for the full course on that particular subject. Uplatz overview courses are either free or minimally charged such as GBP 1 / USD 2 / EUR 2 / INR 100

Q10. What are individual courses?
A10. Individual courses are simply our video courses available on Uplatz website and app across more than 300 technologies. Each course varies in duration from 5 hours uptop 150 hours. Check all our courses here https://training.uplatz.com/online-it-courses.php?search=individual

Q11. What are bundle courses?
A11. Bundle courses offered by Uplatz are combo of 2 or more video courses. We have Bundle up the similar technologies together in Bundles so offer you better value in pricing and give you an enhaced learning experience. Check all Bundle courses here https://training.uplatz.com/online-it-courses.php?search=bundle

Q12. What are Career Path programs?
A12. Career Path programs are our comprehensive learning package of video course. These are combined in a way by keeping in mind the career you would like to aim after doing career path program. Career path programs ranges from 100 hours to 600 hours and covers wide variety of courses for you to become an expert on those technologies. Check all Career Path Programs here https://training.uplatz.com/online-it-courses.php?career_path_courses=done

Q13. What are Learning Path programs?
A13. Learning Path programs are dedicated courses designed by SAP professionals to start and enhance their career in an SAP domain. It covers from basic to advance level of all courses across each business function. These programs are available across SAP finance, SAP Logistics, SAP HR, SAP succcessfactors, SAP Technical, SAP Sales, SAP S/4HANA and many more Check all Learning path here https://training.uplatz.com/online-it-courses.php?learning_path_courses=done

Q14. What are Premium Career tracks?
A14. Premium Career tracks are programs consisting of video courses that lead to skills required by C-suite executives such as CEO, CTO, CFO, and so on. These programs will help you gain knowledge and acumen to become a senior management executive.

Q15. How unlimited subscription works?
A15. Uplatz offers 2 types of unlimited subscription, Monthly and Yearly. Our monthly subscription give you unlimited access to our more than 300 video courses with 6000 hours of learning content. The plan renews each month. Minimum committment is for 1 year, you can cancel anytime after 1 year of enrolment. Our yearly subscription gives you unlimited access to our more than 300 video courses with 6000 hours of learning content. The plan renews every year. Minimum committment is for 1 year, you can cancel the plan anytime after 1 year. Check our monthly and yearly subscription here https://training.uplatz.com/online-it-courses.php?search=subscription

Q16. Do you provide software access with video course?
A16. Software access can be purchased seperately at an additional cost. The cost varies from course to course but is generally in between GBP 20 to GBP 40 per month.

Q17. Does your course guarantee a job?
A17. Our course is designed to provide you with a solid foundation in the subject and equip you with valuable skills. While the course is a significant step toward your career goals, its important to note that the job market can vary, and some positions might require additional certifications or experience. Remember that the job landscape is constantly evolving. We encourage you to continue learning and stay updated on industry trends even after completing the course. Many successful professionals combine formal education with ongoing self-improvement to excel in their careers. We are here to support you in your journey!

Q18. Do you provide placement services?
A18. While our course is designed to provide you with a comprehensive understanding of the subject, we currently do not offer placement services as part of the course package. Our main focus is on delivering high-quality education and equipping you with essential skills in this field. However, we understand that finding job opportunities is a crucial aspect of your career journey. We recommend exploring various avenues to enhance your job search:
a) Career Counseling: Seek guidance from career counselors who can provide personalized advice and help you tailor your job search strategy.
b) Networking: Attend industry events, workshops, and conferences to build connections with professionals in your field. Networking can often lead to job referrals and valuable insights.
c) Online Professional Network: Leverage platforms like LinkedIn, a reputable online professional network, to explore job opportunities that resonate with your skills and interests.
d) Online Job Platforms: Investigate prominent online job platforms in your region and submit applications for suitable positions considering both your prior experience and the newly acquired knowledge. e.g in UK the major job platforms are Reed, Indeed, CV library, Total Jobs, Linkedin.
While we may not offer placement services, we are here to support you in other ways. If you have any questions about the industry, job search strategies, or interview preparation, please dont hesitate to reach out. Remember that taking an active role in your job search process can lead to valuable experiences and opportunities.

Q19. How do I enrol in Uplatz video courses?
A19. To enroll, click on "Buy This Course," You will see this option at the top of the page.
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d) Choose PayUmoney if you are based in India.
e) Start learning: After payment, your course will be added to your profile in the student dashboard under "Video Courses".

Q20. How do I access my course after payment?
A20. Once you have made the payment on our website, you can access your course by clicking on the "My Courses" option in the main menu or by navigating to your profile, then the student dashboard, and finally selecting "Video Courses".

Q21. Can I get help from a tutor if I have doubts while learning from a video course?
A21. Tutor support is not available for our video course. If you believe you require assistance from a tutor, we recommend considering our live class option. Please contact our team for the most up-to-date availability. The pricing for live classes typically begins at USD 999 and may vary.



BUY THIS COURSE (USD 17 USD 41)