2025-02-14 –, RoboCon
Explore how AI and Large Language Models (LLMs) can transform test automation using Robot Framework. This session delves into building custom libraries, leveraging AI for predictive testing, self-healing scripts, and real-time test analysis, with a live demo showcasing the practical impact of AI on automation efficiency.
As automation evolves, the capabilities of Robot Framework can be pushed beyond traditional scripting. This session will explore how integrating AI models and LLMs (Large Language Models) with Robot Framework can revolutionize automation testing. Attendees will learn how to build custom libraries that leverage AI for predictive testing, smart assertions, and real-time test adaptation, making automated tests more intelligent and adaptive. The talk will include practical demos showcasing how AI can work alongside Robot Framework to automate complex workflows, analyze test data, and generate insightful reports, elevating test automation to a whole new level. Discover how to turn your automation scripts into autonomous testing systems, empowering your QA processes with minimal maintenance and maximum efficiency.This topic is designed to captivate an audience looking to push the boundaries of traditional automation and explore the intersection of AI and testing in practical, hands-on ways.
Key Takeaways:
1. Understand the integration of AI and LLMs with Robot Framework for next-gen automation.
2. Learn to create custom libraries that leverage AI for dynamic test adjustments and smart assertions.
3. See practical examples of self-healing scripts and AI-powered failure analysis.
4. Gain insights into the future trends of AI-enhanced testing and how to implement these in real-world scenarios.
Agenda: (tentative)
1. Introduction
2. Why AI & Robot Framework Together?
3. Building Custom Libraries with AI
4. Live Demo: AI-Assisted Test Suite with Robot Framework
5. Challenges and Solutions
6. Future of Automation with AI & LLMs
7. Q&A and Interactive Discussion
In-Person
Categorize / Tags:Robot Framework, Generative AI, LLM, Test Automation, Predictive Testing, Self-Healing, Custom Libraries, GPT, Automation Efficiency, AI Integration, Python Libraries, Real-time Analysis, Automation Trends, Next-Gen Testing, QA, Automation Strategy, OpenAI, AI in Testing, Automated Testing, Machine Learning, AI Models, Automation Best Practices, Testing Innovation, Test Adaptation, Custom Libraries, Experiments, Embrace AI
Lessons Learned:Participants will gain practical insights into integrating AI with Robot Framework, including building custom libraries for dynamic test adjustments and smart failure analysis. They’ll leave with actionable knowledge to implement AI-powered self-healing scripts, predictive assertions, and strategies for real-time log analysis in their automation workflows, driving greater efficiency and reducing maintenance efforts.
Describe your intended audience:This talk is aimed at test automation engineers, quality assurance (QA) professionals, SDETs, and developers, interested in enhancing their testing frameworks with AI capabilities. It is suitable for those with experience in Robot Framework looking to explore advanced AI integrations and decision-makers seeking to adopt next-gen automation strategies for their teams. The content is for a targeted audience focused on web, mobile, and API testing automation.
Is this suitable for ..?:Beginner RF User, Intermediate RF User, Advanced RF User
Siddhant Wadhwani is a versatile, self-directed leader with nearly a decade of work experience in the IT industry. He works as an Engineering Manager - SDET at Newfold Digital managing approx. 35 SDETs cross-functionally across multiple geographic locations working on a portfolio of brands, mainly focusing on Test Execution & Automation Excellence.
From design discussions to architecture reviews, shift-left testing to in-sprint automation, adhering to code review guidelines, and focusing on non-functional testing areas, Siddhant has led the way to set the best quality standards! He has played a key role in forming the basis of test management and automation best practices within several projects and working closely with his team to extend those learnings across the organisation.
Siddhant has also been recognised as a BrowserStack Champion, taken up the mantle of being a Chapter Lead for the Mumbai Community, and is an active keynote speaker at various technology conferences & events, mostly in association with BrowserStack, The Test Tribe Community, Automation Advocates, WordPress, and many more. He has delivered 90+ talks nationally and internationally on various topics viz. Development, Testing, Automation, DevOps, and Generative AI.
Siddhant has established a strong social presence on LinkedIn with an active following of ~20K followers and was recently recognised by LinkedIn with the Top Voice blue badge. Having attended several WordCamps, contributed to WordPress, featured in the WordPress 6.3 release notes, and delivered an in-person talk at WordCamp Kolkata 2022, Bengaluru 2024 and Nagpur 2024. Guess what! It’s been around 13 years that Siddhant has been officially associated with using WordPress.
Above all, he loves attending conferences and networking with like-minded individuals in his spare time. Siddhant loves playing badminton and table tennis and traveling the globe.
The best way to reach him would be via LinkedIn or his portfolio website!
LinkedIn - https://www.linkedin.com/in/siddhantwadhwani/
Website - https://siddhantwadhwani.com