Tag: product architecture

Does forcing an AI to output strict JSON actually make training plans better? In AFitPilot, we found the opposite. By shifting workout generation to free-text markdown and reducing prompt complexity, session quality, clarity, and coaching nuance improved measurably. Here’s why fewer constraints lead to smarter AI coaching.