You should almost never deploy a single-agent pack for a real business process. The reality is that any agent can go temporarily insane, at any time, and make a bad call. No matter how smart they are. We know now that hallucinations and false memories and forgetting are baked mathematically into all memory systems; there’s no avoiding it. So you should never just have one coding agent managing a piece of infrastructure. Not even for a low-stakes part of your business. You should always have at least two or three working together on a little crew.
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agent problem - a single agent by itself cannot be trusted to reliably perform its job
This is exactly why dark factories are so attractive. With Gas City you can build any sort of adversarial group structure you like, for a team of collaborating agents. They can watch over each other. By catching each other’s mistakes, the agent group reaches a far more reliable consensus and outcomes than you can get from a single agent. That’s why we think of deployed orchestration as being fundamentally made of multi-agent teams: factories. Define your pack, deploy it, et voila — you are officially on the path to being an AI-native shop.
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This helps answer the question: what is an AI company?