Foundation
Why every project ships faster than the last
The self-feeding asset library that makes execution compound. Why project one takes weeks and project ten takes days.
Solo Operators · CTOs · Methodology · Researchers
The Problem
Traditional execution treats each project as discrete. Prior work informs future work implicitly — through experience, memory, informal knowledge. Research estimates 50–70% of project learnings are lost within two years. Foundation eliminates this decay by making every completed cycle feed forward as reusable assets: templates, patterns, schemas, deployment pipelines. The operator never starts from zero.
What This Establishes
Compounding is measurable.
The velocity curve from 4.6 to 61.5 commits/day is not the operator getting faster — it's Foundation depth reducing the cost of every new feature.
Knowledge decay is solvable.
When every cycle's output is stored as reusable assets, the 50–70% knowledge loss that plagues organizations drops to near zero.
The system is self-feeding.
Foundation grows → cycles accelerate → output increases → output feeds Foundation → Foundation grows again. The loop has no ceiling in the documented data.
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