Aperio: Rethinking Language Design for the LLM Era

Pre-LLM languages hide significant costs in AI workflows—not just in token consumption and latency, but in the cognitive translation required between human mental models and code structure. Aperio eliminates this hidden tax by designing language primitives around how humans actually think about systems, directly reducing the reasoning burden on both AI and developers. This structural alignment could fundamentally change how AI assistants collaborate with programmers on complex system design.