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.

Python 3.15 introduces an immutable or ‘frozen’ dictionary that is useful in places ordinary dicts can’t be used.

A specific protein controls mRNA transport in fungi and distinguishes important from unimportant binding sites in the ...

Israeli forces killed more than 200 people in strikes against Hezbollah, the Iran-backed militant group, on Wednesday. Top European diplomats called for Lebanon to be included in the cease-fire.