Capture intent, role, constraints and confidence before generating suggestions.
Experiments & Labs
A living studio for AI ideas, interface concepts, data stories, spatial interactions and creative coding systems. Each lab is built to show how I think through product behavior and technical execution.
A product-thinking sandbox for exploring AI assistants, prompt flows and operational automation without losing user control.
Start with workflow capture, then add assisted summaries and guarded automations where the user can approve every critical decision.
Capture intent, role, constraints and confidence before generating suggestions.
Separate automation from decision making so users can inspect each recommendation.
Return actions, UI states and follow-up questions instead of raw AI output.
createLab({
input: "Prompt safety",
renderer: "React State + Prompt UX",
interaction: "state + pointer + motion",
outcome: "Turns rough business context into useful product direction, next actions and interface decisions."
})