Field notes & engineering
The Lab.
What we have learned building and operating Decennium Labs. Long-form articles, every other week. No hot takes.
Engineering
How we orchestrate eleven specialized agents from one terminal
A working pattern for multi-agent collaboration: roles, memory, hand-off rules, and the failure modes we hit along the way.
12 min · By Nils Livingston
→Strategy
BMAD method in production: notes from sixty-three sites
What changes when an AI-assisted method moves from prototype to ongoing operations across many small repositories.
9 min · By Nils Livingston
→Infrastructure
From self-hosted runners to Talos Kubernetes — a migration story
Four CX33 nodes in Helsinki, immutable OS, ARC scale-from-zero. What we changed, what we kept, and what surprised us.
14 min · By Nils Livingston
→Infrastructure
Building a Cloudflare-first content pipeline for sixty-three owned sites
R2, Pages, Workers AI, and a single GitHub Actions matrix. What it cost, what we removed, and the egress-zero math.
11 min · By Nils Livingston
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