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AdobeStock300202528
AdobeStock300202528
AdobeStock300202528
AdobeStock300202528

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AI Agents in Data Engineering: What’s Real, What’s Hype, and What’s Coming Next

A practitioner’s honest take on where AI is genuinely changing how data pipelines are built, monitored, and fixed—and where it’s still just vendor marketing. THE SITUATIONThe noise arrived before the capability did Something unusual is happening in data engineering right now. The hype curve for AI in data pipelines is running months ahead of the production reality. Every platform vendor has rebranded their product as agentic. Every conference talk promises pipelines that write themselves and heal themselves. The skepticism data engineers bring to this is earned — but so is the interest. AI is genuinely changing how pipelines are built, […]

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The Art of Observability

Turning fragmented technology signals into operational knowledge and better business decisions.

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The AI Microsite Instinct: Why “Just Claudify It” Isn’t Always the Right Call

A microsite built directly from a meeting transcript often becomes too text-heavy and tries to do the job of a presentation deck. Decks are best for scannable information such as scope, objectives, risks, team structure, and commercial details. Microsites add the most value when clients can make live decisions, edit assumptions, test scenarios, or preview deliverables. The strongest approach combines a concise PowerPoint with an interactive microsite designed around one or two meaningful client moments. Give a consulting team a Claude subscription and a Teams meeting transcript, and within an hour they can hand you a working HTML microsite. That […]

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