shadow deployments

Shadow Deployments for AI Agents: Test in Production Without Breaking Anything 🚀

This content highlights the unique challenges of deploying AI agents due to their non-deterministic behavior and the unpredictability of real-world inputs. It emphasizes that proving an agent's improvement before a direct rollout is critical, suggesting shadow deployments as a method to test in production safely.