The Thinking Layer

Ideas Lab

Every system starts as an idea. This is where ideas are captured, evaluated, and evolved through a structured pipeline before becoming projects, research, or tools.

idea_pipeline.sh
# Idea evaluation pipeline captureevaluate(importance, originality, feasibility) if score >= 7: → research_phase() if validated: → build_phase() else: → park(idea, review_date)
Thinking
System Architecture
Engineering Decision Knowledge Graph

A structured graph database connecting engineering decisions, their underlying rationale, measurable outcomes, and lessons learned — creating an organisational memory for engineering teams that prevents repeated mistakes.

Potential Value

Reducing repeated design errors and knowledge loss when engineers transition between projects or leave organisations.

Priority
7/10