Recent Posts

Like so many things Aspire, a year makes all the difference, and support for AI coding agents has a whole new approach.

The Aspire dashboard is great. But sometimes you want your telemetry in a terminal.

I wrote about the Aspire CLI ten months ago. Here's what changed, and what I got wrong.

You have responsible AI guidelines on paper - now how do you configure them in your cloud console? A practical reference for the native safety, grounding, fairness, and carbon tools across Azure, AWS, and GCP.

A confident wrong answer is more dangerous than an honest 'I don't know.' Here's why transparency, autonomy, and graceful degradation have to be UX and architecture decisions - not an afterthought bolted onto the chat window.

Aspire can deploy now, but what does that actually mean?

Every AI query burns real electricity, real cooling, and real carbon. Here's why treating carbon footprint as a query optimization problem - not a sustainability afterthought - is an architecture decision, and the patterns and cloud tools that make it measurable.

Software defaults carry culture, and translating the prompt doesn't fix it. Here's why cultural inclusion and user autonomy have to be architectural choices - not features you bolt onto the UI.

Most AI failures aren't prompt engineering problems - they're system design, data pipeline, and architectural failures. Here's why responsible AI has to be built into the stack, not bolted onto the prompt.

For those who haven't kept up on Aspire in 2026, you'll find it has become a whole new beast.