Excel is my database, Python is my brain.
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.
Microsoft ships Agent Framework 1.0 but Azure's agent stack still spans too many surfaces while Google and AWS offer cleaner developer paths.
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.
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