Modern AI agents are increasingly capable of long and complex work. METR (opens in new tab)has been tracking how this scales, and the 50% task-completion time horizon for frontier models has roughly ...

While init() ordering is well-known, code can change, and thus relationships between init() functions can make code brittle and error-prone. Avoid accessing or manipulating global or environment state ...

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