Two years ago the conversation about AI tools for software development was mostly theoretical. Interesting demonstrations. Promising experiments. A few early adopters sharing results that others were not sure they could replicate. The question was whether these tools would actually change how professional software development worked or whether they were impressive novelties that would settle […]
Most conversations about developing AI software focus on the technology. Which model to use. Which framework to build on. Which cloud platform to deploy on. These are real questions but they are not the questions that determine whether an AI software project succeeds or fails. The projects that fail to deliver what was promised almost […]
Healthcare is one of the most demanding environments for AI software development. The stakes are genuinely different from most other industries. A wrong answer from a customer service AI is an inconvenience. A wrong output from a clinical decision support system is something else entirely. The regulatory environment is specific and complex. The data is […]
The US market for AI software development has never been more crowded. Every agency, every consultancy and every software house has repositioned itself as an AI company in the last two years. Some of them genuinely deserve that label. A lot of them have added AI to their service list without adding the capability to […]
Software development has seen a lot of tools come and go that promise to change everything. Most of them changed some things. None of them changed everything. AI is different in the sense that the changes it is producing are real and measurable rather than theoretical. But the way those changes are being described in […]
What the Potential Actually Is What the Potential Is Not The Conditions That Determine Whether the Potential Is Realized The Development Team Transformation That AI Makes Possible The Organizational Readiness Question Building Toward the Genuine Potential Questions Worth Asking How do we assess what the genuine potential of AI in software development is for our […]
What Generative AI Actually Does in Software Development Where Generative AI Changes the Economics of Development Where Generative AI Does Not Change Things as Much as Expected The Prompt Engineering Reality The Review Responsibility That Does Not Go Away Security Implications That Require Specific Attention Getting the Most From Generative AI for Software Development Questions […]
What Makes an AI Developer Tool Worth Using GitHub Copilot Cursor Tabnine Amazon CodeWhisperer JetBrains AI Assistant AI Test Generation Tools The Security Dimension Building Development Capability With the Right AI Tools Questions Worth Asking How do we evaluate AI developer tools on our specific codebase rather than on generic benchmarks? How do we build […]
The Tools That Have Actually Changed How Developers Work Code Generation and Its Limits Beyond Code Generation The Review Practices That AI Makes Necessary The Specification Skills That AI Makes More Important Building Development Teams That Use AI Effectively Questions Worth Asking How do we evaluate which AI developer tools add genuine value for our […]
What Has Actually Changed The Judgment Question What the AI Revolution Does Not Change The Agentic Development Shift The Skills That Matter More in 2026 Building Development Capability Through the AI Revolution Questions Worth Asking How do we build the specification quality that makes AI assisted development effective rather than just fast? How do we […]