Quality Engineering

Artificial intelligence and machine learning are transforming quality engineering by enabling predictive testing, automated test case generation, and real-time defect detection, significantly improving testing speed and accuracy.Quality engineering is now integrated into the DevOps pipeline, with continuous testing ensuring that quality is maintained throughout the software development lifecycle. Automated tests are run at every stage, enabling faster releases with reliable quality.The shift-left testing approach is gaining momentum, allowing quality assurance teams to identify and address issues early in the development process, reducing costs and enhancing product quality by preventing defects from reaching production.

Automation tools are becoming essential for ensuring high-quality software at scale. With CI/CD pipelines in place, teams can execute hundreds of automated tests rapidly, improving time-to-market while ensuring consistent performance.