While transforming a big idea into actual code can feel daunting for emerging developers, adopting a professional application development approach helps turn those ideas into realistic, achievable steps. By using Agentic AI as a partner, students can mirror the way professional teams work—ensuring their planning is practical and organized rather than just a "to-do" list.

In this lightning talk, we will explore how to use AI to turn project visions into structured Jira backlogs with clear tasks and milestones. I’ll demonstrate how integrating AI into your project board creates a "proactive feedback loop" for application monitoring, helping you catch scope creep in real-time and move from "just code" to a finished, professional product.