I recently discovered https://www.cozodb.org/ which also vector search built-in. I just started some experiments with it but so far I'm quite impressed. It's not in active development atm but it seems already well rounded for what it is so depending on the use-case it does not matter or may even be an advantage. Also with today's coding agent it shouldn't be too hard to scratch your own itch if needed.

cozodb is quite impressive and I've wondered about the funding sources etc on it, if any. I've watched it for some years and the developer seems to have made a real passion project out of it but you're right it seems development has tapered off.

I like this approach for Nix: https://dev.to/andersonjoseph/how-i-run-llm-agents-in-a-secu... It makes it also easy to give the agent only access to the tools it actually needs.

It would be even better if the day/night counter would be visualized as a colored shifting slider.

Are there any current language REPLs that have save/restore session state commands?

I run jupyter in a docker container and have the ability to just checkpoint it, it would work for any language that runs a REPL. The gotcha's are any GPU state stuff or any database/socket connections.

You could do save-lisp-and-die

> cleared of inflation energy costs are lower than 2013, 12 years ago

Dude, soaring energy prices are driving inflation. That's like saying the prices are lower if you just keep ignoring everything that actually makes them more expensive. Duh.

There is also a related youtube video online: Ali Behrouz of Google Research explaining his poster paper entitled "Nested Learning: The Illusion of Deep Learning Architecture" at NeurIPS 2025. https://www.youtube.com/watch?v=uX12aCdni9Q

This still seems like gradient descent wrapped in new terminology. If all learning happens through weight updates, its just rearranging where the forgetting happens

This is really cool! If I were to work on it, I would make the light source a bouncing ball or something similar (maybe even a fish or a bird) via some 2D physics next.

Same as rat poison, coming 2026...

2028.. Europe starves...

This is all very interesting, but far too detailed and technical for 99% of people. The TLDR should include an easy to understand summary without jargon like "VO2" and "a set of HIIT at Zone 4".

Depends on the region. Often there are smaller regional companies providing fiber internet. Prices for these fiber connections a still somewhat higher than the cheapest vodafone tier, but you also get better service for your money.