Agile + DevOps USA 2024 - Tutorials

Although there are several controversies and misunderstandings surrounding AI and machine learning, one thing is apparent — people have quality concerns about the safety, reliability, and trustworthiness of these types of systems. Not only are ML-based systems shrouded in mystery due to their largely black-box nature, they also tend to be unpredictable since they can adapt and learn new things at runtime. Validating ML systems is challenging and requires a cross-section of knowledge, skills, and experience from areas such as mathematics, data science, software engineering, cyber-security,...

Many teams have been following the same few patterns for facilitating sessions such as daily scrums, sprint reviews, retrospectives, and backlog refinement events for decades now. However, while these well-trodden approaches can be good starting points, there are ways to make them tremendously more effective with minimal effort. You will learn to design agile meetings that account for your particular circumstances and goals while wasting as little time as possible. First, Arlen will cover: exploring the true purpose of agile meetings – Is the daily scrum more about status or planning? Is...

Executive leaders across the globe have been asking a relatively simple yet profound question: Can we leverage generative AI to transform our business, enterprise, or industry? For software-based companies, focus has either been on differentiating their product and service offerings using this new technology. But how about leveraging generative AI to improve team productivity and efficiency? This may be possible but how do you measure its success? What are some of the key use cases within business analysis, development, and testing that software teams can use? Are there any pitfalls...

Will AI take over developer and tester roles? Rob's investigations found that an AI/LLM bot can write effective implementations but will need very clear, descriptive specifications. Yes, we humans will need to write the tests first! Test-Driven Development (TDD) has allowed developers to do just that—to "think in tests"—for over 25 years. TDD combines engineering specification, developer testing, coding, and design in a fast feedback cycle that greatly reduces defects, debugging, and rework. Test-driven teams write a failing automated test that defines new behavior, then the "...

Many teams have a relatively easy time adopting the tactical aspects of agile methodologies. Usually, a few classes, some tools’ introduction, and a bit of practice lead teams toward fairly efficient execution. However, these teams are quite often simply going through the motions—neither maximizing their agile performance nor delivering as much value as they could. Borrowing from their experience and lean software development methods, Bob Galen and Mary Thorn explore high-performance team patterns, which are the thinking models of mature agile teams, including large-scale emergent...

Are you a software professional who would like to learn to use AI and machine learning (ML), but don't know how to get started? One of the best ways to get into ML is by designing and completing small projects. Although you will ultimately need to understand the fundamentals of AI/ML, there's no reason why you can't learn foundational terms, concepts and principles as you put them into practice.  Join Kaushal Dalvi as he introduces you to the world of applied machine learning. Kaushal will guide you through a series of ML projects end-to-end, enabling you to gain experience with creating...

Based on the learning objectives from the iCAgile, Leading with Agility workshop, this ½ day version will explore the craft of agile leadership in guiding your journey to becoming a catalyst leader. Along the way, we'll explore the why of leading with agility, how to develop and grow your personal agility, tactics for developing and deepening your organizational relationships, and approaches for leading cultural and organizational transformation. Critical topics include your responsibility in shaping a culture that is inclusive, safe, empowered, aligned, and results/impact-focused. We also...

Web applications are often security critical or serve as front-ends for security critical applications, making web testing for vulnerabilities an essential part of software testing. Unfortunately, most software testers have not been taught how to identify web security issues while testing applications. Join Tom Stiehm as he shares what you need to know to security test web-based applications as part of your overall testing process. Learn about the most common web security vulnerabilities and how they are introduced into web code and exploited by hackers. Explore test techniques for...