Mr. Kishan Patel

Mr. Kishan Patel

Future Trends and Innovations in Agentic AI for Software Testing

Abstract:

Agentic AI is here to change software testing patterns by enabling automated self-directed adaptive intelligent testing. Unlike traditional AI using very static rules, Agentic AI can learn, evolve, and optimize test cases on-the-fly to bring efficiency and coverage into testing. These future trends will see a self-healing test automation that will detect UI/API changes and dynamically update scripts with no human contact. Intelligent test case generation will use AI-powered decision-making to encode edge cases, eliminating the burden of manual effort but bringing reliability to software. Automated bug detection and root cause analysis will be much sharper, giving rise to AI agents continuous fine-tuning of defect prediction models. With Agentic AI's affinity to the DevOps and CI/CD pipelines, software quality would be validated faster and, in real-time, for robust deployments. Performance and security testing will further develop to achieve a good percentage of autonomy-initially discovering vulnerabilities before such vulnerabilities have grown into pronounced risks. The future of AI governance and explainability frameworks will have to include efficient guarantees that AI-driven test scenarios are transparent, unbiased, and accountable. What one would see in the future for Agentic AI would be a complete move toward totally autonomous self-adaptive intelligent quality assurance systems that will minimize testing times and cost and will dramatically increase robustness and reliability in software.
 
Profile: 
 

Kishan Patel is an ISTQB certified Senior Software Development Engineer in Test (SDET) with over 14 years of experience. He has a proven track record of leading cross-functional teams to design and implement automated testing frameworks, achieving a 50% reduction in regression testing time. Kishan specializes in creating scalable test automation frameworks for web, mobile, and API platforms using tools like Selenium and Appium. His strategic approach to testing has improved defect detection by 40% and automated 90% of repetitive test cases, significantly reducing manual effort and operational costs. Technically adept, he develops performance testing scripts with JMeter, integrates CI/CD pipelines with Jenkins and GitLab, and utilizes cloud-based testing platforms such as Sauce Labs and CrossBrowserTesting for cross-platform compatibility. Kishan is committed to continuous improvement, establishing QA dashboards to track key performance indicators and introducing behavior-driven development practices to enhance team collaboration. Additionally, Kishan stays at the forefront of future technologies that will revolutionize software testing. He conducts research and proof of concepts (POCs) to help the organization adopt the latest technologies.

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