Nikhilesh Tayal

Reading Time: 2 minutesIf you’re running LLMs in production, you’ve probably seen this: The problem isn’t always compute. It’s memory. When models “think” step by step, they store every reasoning token in GPU memory (KV cache).  The longer they think,…