The article explains how Spring AI's AskUserQuestionTool brings an interview‑style questioning model to Java, letting AI clarify ambiguous requirements before generating code, and provides step‑by‑step implementation details, code samples, and a walkthrough of the underlying tool architecture.
The article recounts a seven‑module Java/Node.js project, analyzes root causes of pre‑production bugs such as insufficient manager communication, incomplete testing, functional defects, and missing test data, and proposes concrete improvements like better stakeholder dialogue, rigorous pre‑production verification, detailed requirement clarification, and comprehensive test case creation.
The article describes how a financial institution applied agile concepts such as limiting work‑in‑progress, daily progress meetings, clear requirement definition, and acceptance criteria to a supplier‑driven project, resulting in higher delivery speed, better focus on high‑priority items, and continuous improvement of the collaboration process.
