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.
Every conversation you have with an AI — every decision, every debugging session, every architecture debate — disappears when ...
XDA Developers on MSN
Ollama is still the easiest way to start local LLMs, but it's the worst way to keep running them
Ollama is great for getting you started... just don't stick around.
Some results have been hidden because they may be inaccessible to you
Show inaccessible results