u/Traditional_Jury_211

While testing multi-step workflows, I’ve noticed hallucinations increase as context grows longer. Breaking tasks into smaller stages improves accuracy, but adds extra latency and complexity. Validation layers help catch issues, though they can slow the overall experience noticeably. It feels like balancing speed and reliability is still one of the hardest parts of production systems. What approaches are working best for you right now?