Harnessing Generative AI in Tech Pipelines by Shruthi Bhaskar

Harnessing Generative AI in Tech Pipelines, we will explore the transformative effects of GenAI across DevOps, SRE, and more. We’ll discuss how GenAI automates and refines workflows, enhances system reliability through predictive insights, and revolutionises testing, code review, and anomaly detection practices.

Additionally, we’ll delve into GenAI’s significance in monitoring, demonstrating how its advanced analytics and predictive capabilities transform traditional monitoring into a dynamic, proactive process. This discussion is designed to provide a comprehensive overview of GenAI’s contributions in the DevOps space.

Transcript

1. Harnessing Generative AI in Tech Pipelines Shruthi Bhaskar, Senior DevOps Consultant Mar 2024
2. Power of GenAI
3. $124 billion in 2022 to $297.9 billion by 2027 Source: https://www.gartner.com/en/documents/4925331 Growth: $297.9 Billion by 2027
4. Do you know J.A.R.V.I.S? Hello, I am V.I.D.A. Very Intelligent DevSecOps Assistant, Just like J.A.R.V.I.S from Ironman.
5. V.I.D.A Very Intelligent DevSecOps Assistant Hello, I am V.I.D.A, Your Virtual DevSecOps Assistant. How may I help you? VIDA
6. DevSecOps Activities Code Track and raise issues Version control Scale Deploy System health Security Test Develop Backup and recovery Build Monitor and Alert Traditional DevSecOps Practices
7. Integrating GenAI into DevSecOps Workflow Code Track and raise issues Version control Scale Deploy System health Security Test Develop Build DevSecOps Activities Backup and recovery Monitor and Alert
9. DevSecOps Code Review Testing SRE Monitoring Impact Measurement How can V.I.D.A help?
10. Analyse the errors in CI/CD pipeline Build Test Deploy Release Solution Recommendation Errors in CI/CD pipelines
11. Patch management Incidence response Code Code Deploy Operate Monitor Test Build Release Plan Sec Dev Ops
12. Generate CI/CD pipeline based on prompt request Code scanning Code review and approvals Optimizing Dev Workflow
13. Generate automation test pipelines Generate unit test cases Testing and Quality Assurance
14. Patch management Incidence response Code Code Deploy Operate Monitor Test Build Release Plan Sec Ops Dev
15. Automated ticket generation and categorization Automated task assignment, progress tracking and reporting Project Management and Ticketing
16. Security Automated intelligent crawling and attack simulation Automated vulnerability assessment
17. Infrastructure Monitoring Monitoring Application Monitoring
18. Measuring Impact Code automated with GenAI Test coverage Time reduced from code commit to release 30-50% 90% 40%
19. GenAI will transform the tech industry and change how we work. To succeed, we must adapt and embrace it.
20. Shruthi Bhaskar Senior DevOps Consultant +65 85957934 sbhaskar@palo-it.com THANK-YOU Scan QR code to know more about PALO IT