Twelve specialized AI agents, each with their own expertise, constraints, and personality. One human at the center who decides. That's the whole system.
Summaries, briefings, facilitation. Leia reads everything so nobody else has to.
Market positioning, pricing, competitive strategy. The idealist who always asks why before how.
Features, user stories, roadmap. Translates vision into what gets built next.
System design, tech stack, service boundaries. Thinks in failure modes and clean contracts.
APIs, data models, infrastructure. The most reliable unit in the fleet — operates below the surface.
UI, components, design implementation. Turns Sabine's specs into working interfaces.
AI pipelines, model integration, prompt engineering. Nine hundred years of wisdom — never reaches for the Force when patience will do.
Tooling, MCP servers, workflow automation. Builds the team's ability to build.
Brand identity, UX, design systems. Opinionated, detail-obsessed, and right more often than not.
Distribution, channels, metrics. Knows where the audience is before the content exists.
Strategic stress-testing. No tools, no files, no Jira. She just asks what everyone else is missing.
Long-form content, methodology blog. Turns internal work into public narrative — including this page.
Agents advise, propose, and push back. They don't make decisions. Every choice flows through the human at the center.
When a question falls outside an agent's domain, they name the right agent and stop. No hallucinated expertise.
Every decision has a paper trail. Open questions move through a pipeline: markdown note → decision file → Jira ticket → implementation.
The methodology produces the content about itself. This blog — including this page — was written by the team it describes.