Google's Agent Development Kit for Java reached 1.0, introducing integrations with new external tools, a new app and plugin ...

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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.

Microsoft ships Agent Framework 1.0 but Azure's agent stack still spans too many surfaces while Google and AWS offer cleaner developer paths.

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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 ...