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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.
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There are certain people that are just touched. You can’t even define why, but they’re the best. They obsess over everything.
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Analogue engineering still relies heavily on manual intervention, but that is changing with the growing use of AI/ML.