This is a from-scratch reproduction and extension of the AgentDropout paper's experiments, run against real LLM APIs (OpenRouter) across three models, six benchmarks, and six methods. It's a full ...

When you see that first code example, don't panic! It's supposed to look intimidating. That's exactly the point I'm making! We're going to look at the exact same task written in two completely ...