Learn. Build.
Inspire.
Develop aicumen.
Software for agents. AI-powered workflows.
Built in the open, so what we learn becomes what you build.
Understand what agents can actually do, where they fall short, and what good judgment with them looks like.
What we are building.
Software for agents. AI-powered workflows.
Composer↗
A course engine
whose author is an AI agent.
SAME CONTENT. DIFFERENT WAYS TO LEARN.
An open-source MCP server. The agent structures the lesson, chooses presentations, briefs the media, and styles the course. You judge the result.
Meet ComposerAssessor↗
Understand your capabilities.
Find your next edge.
A FRAMEWORK FOR THE WHOLE PRACTITIONER.
An adaptive, AI-scored assessment that places your AI practice on a five-level ladder and tells you what the next rung asks of you.
Explore AssessorAicumen is a cycle,
not a stockpile of tools.
Learn what agents can actually do and where they fall short. Build software and workflows that put that to work. Share what worked, and what did not, so the next person starts further along. Then the loop turns again. Every project here is one turn of it.
Beyond using AI.
More aicumen.