BUILD LAB / EXPERIMENTS IN PUBLIC
A place for unfinished ideas that are serious enough to test.
The lab separates exploration from promises. It shows what I am researching, prototyping and learning before an experiment becomes a company, product or permanent system.
See established projectsACTIVE EXPERIMENTS
04OPERATING RULE
TEST → LEARNPROOF STANDARD
REAL SIGNALOpportunity Radar
A repeatable way to identify overlooked problems, demand signals, weak positioning and useful digital products before building.
Student Learning Engine
A GCSE product model combining concise teaching, retrieval, exam practice, visible progress and clear next actions.
Founder Publishing System
A connected workflow that turns long-form thinking into videos, newsletters, visual content, resources and useful conversations.
Rudra AI Foundations
Technical learning, product experiments and research questions that build toward a responsible long-term AI mission.
EXPERIMENT PROTOCOL
Every experiment moves through the same evidence chain.
Question
What must be true for this idea to create meaningful value?
Constraint
What time, skill, trust, money or technical limitation shapes the first version?
Prototype
What is the smallest serious version that can produce evidence?
Signal
What behaviour or feedback would show that the idea deserves more investment?
Decision
Continue, change direction, combine with another project or stop?
