I Built a Stateful Research Agent Inside a Sandbox. Here's What the Numbers Actually Looked Like.

Three steps into a multi-page research task, the agent lost everything. Not a crash. Not a thrown exception. The function returned, context reset, and the pricing data it had just collected vanished.