Design Philosophy
Less, But Better
Design principles that help you make better decisions. Learn from Dieter Rams, Mies van der Rohe, and other masters who shaped how we think about quality.
Weniger, aber besser
Less, but better. Not minimalism for its own sake—a way to focus on what matters. When you remove the unnecessary, what remains gets stronger.
This is how we work: before adding anything, we ask whether it earns its place. The same question applies to every feature, every word, every decision.
Simple isn't easy. It takes more effort to make something clear than to leave it complicated. That effort is worth it.
— How we evaluate research, design experiments, and deliver client work.
Featured Pattern
Crystallization
Your judgment, crystallized.
Encode human expertise into configurable constraints that AI agents execute within. One expert's taste scales through curated autonomy—not "no humans in the loop," but human judgment that shapes every decision without requiring constant presence.
harness.config.yaml → Model routing, quality gates, review pipelinesThe Creation Moat
MCP consumption is commoditized. MCP creation is not. We build the connectivity layer between your tools and AI.
MCP Patterns
Reference implementations and patterns for MCP server development. Research that helps builders create, not just consume.
MCP Experiments
Integration experiments and pattern validation. Where MCP ideas become working code before they become documented patterns.
Custom MCP Dev
We build custom MCP servers for clients. The creation moat applied to your business—connectivity that works while you sleep.