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

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.

Over 1,700 malicious packages since Jan 2025 fuel cross-ecosystem supply chain attacks, enabling espionage and financial ...