We talk a lot about how important it is to set up self-verification loops. Especially in the age of powerful models that can run for long periods of time， self-verification is a key ingredient that enables the model to run for much longer， delivering a result that is closer to what you intended， so you can do more without having to constantly check in on Claude as it works.

@delba_oliveira gives a great breakdown of what that looks like and why it matters