Thinking
out loud.
On AI, architecture, and the decisions behind the software.
Agentic AI / Architecture
AI cost is an architecture problem.
Why the most effective optimization sometimes means making fewer model calls, rather than finding a cheaper model.
Developer Experience / Agentic AIReliable automation needs more than generation.
A practical way to think about AI-generated tests: generation, repair, and evaluation as separate responsibilities.