Agile + DevOps USA 2024 - AI/ML
Wednesday, October 16
From Vision to Velocity: Accelerating Agile Testing with Generative AI
In the rapidly evolving landscape of agile and DevOps, traditional methods of testing business-facing features often struggle to keep pace with the demands for faster and more thorough testing. However, the fusion of traditional testing wisdom with cutting-edge AI presents a unique opportunity to enhance software quality and delivery speed, offering innovative solutions to longstanding challenges. Join Philip Daye and examine key test design techniques—such as equivalence partitioning, boundary value analysis, decision table testing, and state transition testing—and explore how Generative...
Revolutionizing Quality Assurance and DevOps: Integrating Generative AI and Machine Learning
In a world where both software complexity and the need for rapid deployment are increasing, traditional testing methodologies often fall short. The challenge is maintaining high-quality software while matching the pace of agile and DevOps without overwhelming the QA team. This presentation will address this problem and demonstrate innovative solutions by integrating Generative AI and Machine Learning in this interaction. Rahul will explore how these technologies can be utilized for predictive modeling in test case management, spotting operational anomalies more efficiently, dynamic test...
Gen AI: A Co-Pilot to Better Value Sooner, Safer, and Happier in Digital Transformation
Integrating Generative AI (Gen AI) across the Software Development Life Cycle (SDLC) signifies a pivotal shift in digital product development, promising enhancements from planning to maintenance. This session explores this cutting-edge approach, revealing Gen AI's capacity to automate tasks, refine product quality, and elevate non-functional attributes like security and usability. From analyzing user feedback for feature development to auto-generating code and optimizing deployment strategies, Gen AI streamlines processes, boosts efficiency, and ensures robust, user-centric products. It...
Thursday, October 17
From Concept to Code: Leveraging LLMs for Agile Excellence
Unlock the next level of agile and XP development by integrating Large Language Models (LLMs) like ChatGPT and GitHub Copilot across the software development lifecycle. This presentation unveils how leveraging LLMs from initial ideation to final deployment transforms agile practices, enriching pair programming, test-driven development, and continuous integration with innovative AI capabilities. Learn to automate and refine development tasks, enhance specification clarity, and boost testing efficiency with ChatGPT, optimizing every phase of agile workflows for superior product quality and...
Are AI Assistants the Death of Programmers?
There is a lot of hype about Generative AI automatically creating software applications. Some see this as the death of the software engineering profession, while others believe AI technology will simply help increase the productivity of programmers. The reality is probably somewhere in the middle. This session explores this question and uses demonstrations of commercial and open-source AI assistants to show what is and is not possible with today's GenAI technology. A high-level discussion of how these models work will be included to give the audience some context for what they can and...