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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Google has officially released the Colab MCP Server, an implementation of the Model Context Protocol (MCP) that enables AI agents to interact directly with the Google Colab environment. This ...

Most leave policies weren’t built for remote work. New actiPLANS research based on 300+ organizations shows what needs to change in 2026. Leave management in hybrid teams has become a compliance and ...

TORONTO, CANADA, March 17, 2026 /EINPresswire.com/ — Study of 300+ organizations reveals a growing gap between leave policies and how hybrid teams actually operate ...