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Continuous Testing, Quality, Security, and Feedback

You're reading from   Continuous Testing, Quality, Security, and Feedback Essential strategies and secure practices for DevOps, DevSecOps, and SRE transformations

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Product type Paperback
Published in Sep 2024
Publisher Packt
ISBN-13 9781835462249
Length 350 pages
Edition 1st Edition
Languages
Concepts
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Author (1):
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Marc Hornbeek Marc Hornbeek
Author Profile Icon Marc Hornbeek
Marc Hornbeek
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Table of Contents (22) Chapters Close

Preface 1. Part 1: Understanding Continuous Testing, Quality, Security, and Feedback FREE CHAPTER
2. Chapter 1: Principles of Continuous Testing, Quality, Security, and Feedback 3. Chapter 2: The Importance of Continuous Testing, Quality, Security, and Feedback 4. Chapter 3: Experiences and Pitfalls with Continuous Testing, Quality, Security, and Feedback 5. Part 2: Determining Solutions Priorities
6. Chapter 4: Engineering Approach to Continuous Testing, Quality, Security, and Feedback 7. Chapter 5: Determining Transformation Goals 8. Chapter 6: Discovery and Benchmarking 9. Chapter 7: Selecting Tool Platforms and Tools 10. Chapter 8: Applying AL/ML to Continuous Testing, Quality, Security, and Feedback 11. Part 3: Deep Dive into Roadmaps, Implementation Patterns, and Measurements
12. Chapter 9: Use Cases for Integrating with DevOps, DevSecOps, and SRE 13. Chapter 10: Building Roadmaps for Implementation 14. Chapter 11: Understanding Transformation Implementation Patterns 15. Chapter 12: Measuring Progress and Outcomes 16. Part 4: Exploring Future Trends and Continuous Learning
17. Chapter 13: Emerging Trends 18. Chapter 14: Exploring Continuous Learning and Improvement 19. Glossary and References 20. Index 21. Other Books You May Enjoy

Summary

This chapter described AI and ML-enabled tools integrated within continuous testing, quality, security, and feedback practices. It explained how AI/ML technologies can greatly improve the efficiency, security, and responsiveness of development and delivery processes. The discussion offered a practical framework for automating and enhancing tasks with AI/ML-enabled tools.

Selecting the appropriate AI/ML tools is a critical step in effectively integrating these technologies. The differentiation between generative and predictive AI tools underscored the importance of a thoughtful approach in tool selection, ensuring that the chosen solutions align with organizational objectives and address the challenges of continuous processes. The chapter identified the challenges and considerations that accompany the application of AI/ML. Issues such as data quality, privacy concerns, and the need to maintain a balance between automation and human oversight are fundamental for the strategic...

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