Analogue engineering still relies heavily on manual intervention, but that is changing with the growing use of AI/ML.

AI agent on a microcontroller.

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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All in all, your first RESTful API in Python is about piecing together clear endpoints, matching them with the right HTTP ...

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