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Category: CIO/CTO

AI Demos Are Easy, AI Systems Are The Real Work
May 31, 2026 APIs

AI Demos Are Easy, AI Systems Are The Real Work

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 […]

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The Summer of Practical AI
May 24, 2026 .NET

The Summer of Practical AI

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 […]

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The Best Systems Play in Harmony
May 17, 2026 APIs

The Best Systems Play in Harmony

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 […]

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The AI Industry Is Growing Up
May 11, 2026 APIs

The AI Industry Is Growing Up

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 […]

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AI system design workspace with coffee
May 4, 2026 APIs

Progress Over Perfection in AI Systems

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 […]

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Futuristic tech architecture and data flow
April 27, 2026 APIs

The Missing Layer in AI: Orchestration

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 […]

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Futuristic city at dusk with data trails
April 13, 2026 APIs

Human-In-The-Loop Fails Without The Right UX

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 […]

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The Reality of AI Product Development
March 9, 2026 Artificial Intelligence

The Reality of AI Product Development

There is a lot of conversation right now about how quickly AI can generate software. What is discussed less often is how products actually make it to market. AI can generate a surprising amount of […]

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