Building a reinforcement learning (RL) environment for startups can lead to unnecessary complexity and distractions. Instead, founders should focus on simplifying their approach and leveraging existing tools and frameworks to achieve their goals more efficiently. Prioritizing clarity and direct application over elaborate setups can enhance productivity and innovation.