Blog Archive

I Built an AI Agent for Myself. My Colleagues Wanted to Use It. That Is Where the Problems Started.

When a domain expert builds a working AI agent and people start depending on it, the bus factor problem arrives long before the platform — and a different kind of work begins.

The Boring Part of Requirements Review Is Now Automated

How a lightweight AI agent eliminates the context-gathering overhead in safety-critical requirements review — so the architect can focus on judgment, not tool-switching.

Measuring What Matters: Architecture Quality Metrics for Safety-Critical Software

Architectural quality is difficult to observe — you cannot run a test suite on a dependency graph. This post describes a metrics system built to track it: three levels of measurement, from binary compliance checks to long-term trends.

Building an AI Agent for Embedded Systems Architects

A conversational AI agent that sits in front of complex embedded systems tooling and speaks human — so architects spend less time remembering plugin syntax and more time on actual architecture.