Complexity is the material
Biological systems vary across context, time, scale, and measurement. A useful design architecture does not erase that variation; it makes it reviewable.
Modularity creates review points
Separating context, design, simulation, assay, and evidence allows specialists to inspect the interfaces where assumptions enter.
Evidence closes the loop
Validation results should update the design record, confidence, and next experiment—not sit in a disconnected report.