The Decision That Comes Before Development The Data Foundation Question What Good AI Custom Software Development Looks Like The Development Approaches Worth Understanding The Quality That Determines Whether Custom AI Is Worth Having Questions Worth Asking How do we know if our situation genuinely needs custom AI development or if an existing platform would serve […]
The Number That Changes Everything The Agentic Development Story Repository Intelligence as the Next Phase The Developer Roles That Are Changing The Investment Numbers That Signal Where This Is Going The 72 Percent Problem What Repository Intelligence Changes for Development Teams The Global AI Adoption Picture What This Means for Businesses Using Software Development Partners […]
The Change That Has Actually Happened What Software Development AI Looks Like in Practice The Judgment Requirements That Increase Alongside AI Adoption The Security Dimension That Cannot Be Ignored What Changes for Development Teams The Honest Limits Questions Worth Asking How do we know whether AI tool adoption is producing better software or just producing […]
What Custom Actually Means When Custom Development Is Actually the Right Choice When Custom Development Is Not the Right Choice The Data Assessment That Comes Before Everything What Good Custom AI Development Looks Like The Build Versus Buy Decision Done Properly Questions Worth Asking How do we know whether our situation genuinely requires custom AI […]
The market for AI software development tools has matured enough that meaningful differences between options exist and that the question of which tools to invest learning time in is worth thinking about carefully rather than defaulting to whatever is most talked about. Two years ago the conversation was mostly about whether these tools would actually […]
Every few years software development goes through a shift that changes how the work gets done rather than just what tools are used. The move from waterfall to agile. The shift from on-premise to cloud. The rise of open source as a development foundation. Each of these changed the economics and the practice of building […]
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 […]