the self managing ai stack

Another day, another drop from the frontier model labs.
It wasn’t too far away we got Gemini 2.5 Pro and now OpenAI is back with o3 and o4-mini-high.
What were weeks or months for a good advancement before, is just taking days!
Quite literally, an update a day sometimes from one of the frontier model shops or a new AI tool around the block. Which made me think,

What if our AI stack upgraded itself automatically?
a tool that:
✅ Tracks every new AI release
✅ Tests each one on your real tasks across your AI stack
✅ Swaps your subscription the moment something better lands

A self‑managing AI stack, as I call it.
Less tinkering, more shipping.

Wonder if something like this really becomes a need in a future where we need more keeping up to do.



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