Using this "out-of-the-box" with an OpenRouter subscription using DeepSeekv4, I just blew through 15 dollars in 45 minutes on a moderate sized code base, just making a plan and executing a refactoring of an upload pipeline to use a state machine. Not really seeing the cost savings for real-world work tbh.