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.
GitHub has logged five incidents in two days as AI coding agents overwhelm its infrastructure, while Meta's token leaderboard ...
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