$ cat about.md

Robin Goodwin

Full-stack developer. I build web software and AI-assisted tools through Novadiem, a small studio.

// what this is

devweb.org is a working log from inside that studio. The current beat is AI in web development: how multi-agent pipelines are structured, how you give AI systems useful memory, and the engineering questions that come up when you take the tooling seriously.

The articles are grounded in real runs and real numbers. When a figure appears, it came from an actual build. The name is literal — devweb is web dev, and the .org leaves room to grow something around it.

// what's here

frameworks/How agent pipelines are structured, gated, and kept honest. The harness as a design problem.
memory/Giving AI systems persistence that actually works. Storage is easy; retrieval is the hard part.
engineering/Everything else: cost attribution, audit discipline, testing in agentic contexts.

// work with me

Novadiem takes on client work in web development and AI tooling. If you are building something in this space and want a hand, the best place to start is novadiem.com.

novadiem.comread --latest