AI Tools for Developers Are Not Enough

Why are we putting so much energy into tools for the part of software development that is most likely to be automated? Why are we not building much more AI support for the rest of[...]

AI Makes Coding Cheap. Requirements Are Now the Bottleneck

A recent article by Geoffrey Huntley argues that software development is becoming extremely fast and cheap because of AI. That observation is correct. Code that once took days[...]

Use Cases vs User Stories – Same Content, Different Outcome

In many discussions, I hear the statement: “Use Cases and User Stories can contain the same information.” At first glance, this sounds reasonable. Both describe requirements.[...]

Business Use Cases vs System Use Cases

The term “use case” is widely used in software development, but not always consistently. Teams often mix different abstraction levels when writing them, which leads to[...]

The Age of ReDevTest: Why Requirements Matter More Than Code

For many years, software development was code-centric. We wrote requirements, then quickly moved to implementation. Tests helped, but code was the real source of truth. AI changes[...]

Why System Use Cases Are Perfect in the Age of AI

AI is changing how we build software. Code, tests, and even UI can be generated very fast. This is powerful, but it also exposes a big weakness in many projects. AI does not[...]

AI4RE Meets AI Unified Process: Why the IREB Micro-Credential Fits Perfectly

Recently, the AI4RE micro-credential was introduced by International Requirements Engineering Board (IREB). At first glance, it may look like just another certification topic[...]