Fractal Architecture

AI models excel at pattern recognition. When your codebase follows fractal patterns - same structure from functions to modules to services - AI predicts correctly without extensive context. Learn why consistency beats cleverness.

The fractal test: if you can't extract a component cleanly, it's not fractal. Learn to build self-contained units that work anywhere, use dependency injection naturally, and make AI suggestions transferable across contexts.

Once you establish patterns that work at one scale, replicate them everywhere. File structure mirrors module structure mirrors service structure. AI learns once, applies everywhere. Build scaffolding tools to enforce consistency.