Archive
Most businesses do not start with an AI problem. They start with a business problem. Something takes too long. Something breaks too often. Something depends on one person remembering every hidden step. Something lives across […]
AI has gotten very good at creating impressive moments. A prompt turns into a plan. A model summarizes a document. A chatbot answers a question. A prototype looks magical in a five minute demo. That […]
Being a builder is a skill. I have spent the last few days helping a client prepare for a website launch. He designed the vision. Another company handled the original build. I came in afterward […]
Right now, most AI conversations are obsessed with one thing: the model. Which model should we use? Which one is faster? Smarter? Cheaper? More open? More capable? Those are fair questions. They are just not […]
The AI industry feels different lately. Not slower. If anything, the pace is increasing. New models, new tooling, new capabilities, new benchmarks. Every week there seems to be another leap forward. But underneath all of […]
There is a lot of focus in AI right now on capability. New models, better benchmarks, faster performance. Each step forward is meaningful, and the progress is real. But building systems with these tools has […]
There has been a wave of AI releases recently. New models, improved performance, better benchmarks. Each step is meaningful, and the pace of progress is real. But when you start building real systems with these […]
The AI space is moving quickly toward a common set of capabilities. Agent frameworks.Orchestration layers.Tool integration.Memory strategies.Security and governance considerations. These patterns are becoming widely understood. Large organizations are rapidly building toward them. This is […]
Human-in-the-loop is often described as a requirement for AI systems. Add a human for review.Add approval steps.Add checkpoints. On paper, that makes sense. In practice, it often fails. Not because the idea is wrong. Because […]
A lot of AI interfaces today are still built around the same patterns we’ve used for years. Pages.Forms.Buttons. Even when AI is involved, the experience often comes down to entering a prompt and waiting for […]
