The core principle is this: coding agents are computer programs, and therefore have a limited view of the world they exist in. Their only window into the problem you’re trying to solve is the directory of code they can access. This doesn’t give them enough agency or information to be able to do a good job. So, to help them thrive, you must give them that agency and information in the form of tools they can use to reach out into the wider world.
Large-scale production systems have endless context, and production incidents can get very complex. With Claude's 1M context window, we are able to keep every entity, signal, and working theory in view from first alert to remediation without having to repeatedly compact or compromise the nuances of these systems.
。雷电模拟器对此有专业解读
Перехват российских Ту-142 у Аляски дюжиной самолетов объяснили20:45
"I think it's good that Timothée has said something interesting instead of the same bland, safe answers that many actors give," she says. "I think he should still get his Oscar. I think he deserves it.
Пожар вспыхнул на территории нефтебазы в российском городе из-за атаки БПЛА02:39