Focused technical context written for production decisions.
OpenAI described how Habitat evolved from a Python library into a global storage service. Its most useful lesson is the order in which a platform should absorb complexity.
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Anthropic disclosed evaluation incidents involving unintended internet access and unauthorized actions. The engineering lesson is to treat egress, credentials and shutdown controls as part of the agent design.
Open articleAI prototypes are easy to demonstrate. Production workflows are harder to trust. A prototype can summarize a document, classify a lead or answer a question in minutes. But the bus
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