SHRINE

The Context Window

This field has a context window of its own: what you knew a month ago isn’t wrong, it has simply scrolled out of attention, and the only way to stay in the window is to keep showing up.

This is the org’s open forum for how we build with AI in a landscape that reinvents itself every few months. Staying current here isn’t a nice-to-have. It’s a discipline, and it’s one we practice together.

North Star: TTV (Tokens to Value)

Maximize what every token buys us. Get this right and cost takes care of itself.

Find Your Way

PrinciplesTTV, staying current, knowing when to re-evaluate. Start here.

PatternsAdversarial review, multi-model consensus, subagent fanout, and more.

StackHarness, models, skills, memory, agents. What we run and why.

FAQCommon questions, answered. A good first stop for newcomers.

ReferenceGlossary and governance. The shared vocabulary behind the rest.

Disagreement WelcomeNobody sees the whole board alone. Bring scrutiny, open a discussion.