AI/ML applications
In the rapidly evolving landscape of software development and operations, AI and ML are transforming the way organizations approach continuous testing, quality, security, and feedback.
As illustrated in Figure 8.1, these technologies have become pivotal in enabling organizations to navigate the complexities of digital transformation, especially within frameworks such as DevOps, DevSecOps, and SRE. By harnessing the power of AI/ML, businesses are not only accelerating their development cycles but are also enhancing the robustness and security of their applications in unprecedented ways.
Figure 8.1 – AI/ML applications for continuous testing, quality, security, and feedback
AI/ML technologies have significantly advanced in recent years, reaching a level of sophistication that allows for their effective integration into various stages of the continuous integration/continuous deployment (CI/CD) pipelines, where the need for speed...
