Context is becoming the bottleneck in AI-assisted development. Not model capability — models are improving fast enough that they're regularly not the constraint. What limits the quality of AI-generated code is the quality of context those models receive. For Figma-to-code workflows, context comes in two fundamentally different forms: pixel context (screenshots, rendered images) and structured context (typed IR, tokens, semantic relationships). These aren't just different formats for the s...