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You gotta build a "digital twin" of the mess you're actually going to deploy into, especially with stuff like mcp (model context protocol) where ai agents are talking to data sources in real-time.
ChatGPT is OpenAI’s leading AI assistant, powered by GPT-5.4, offering coding, research, image generation, and real-time web ...
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On X, Shou linked to a zip file with the leaked code. He is the CTO of Fuzzland and a dropout of the UC Berkeley Ph.D.