What traditional tool can run an automated code review on every PR? Maybe even fix (or propose fixes) for the obvious issues?

A very large chunk of the improvements in the last year have come not from categorically better models, but from the circumstances of the models massively improving. For example, reasoning is just automatic prompt engineering, and eats a fuckton of tokens. Harnesses give LLMs tools, making it easier to turn nondeterminism into determinism (does this code compile is a decision the compiler can answer definitely). Then there’s subagents, which is just automatic context engineering.

Basically, the price per token might not have changed, but in practice, the amount of tokens used to get “SOTA” performance has massively increased.

The actual price is hard to really know, but I think training should also factor in. The hype of LLMs is based on the fantastical idea of continunous improvement forever, so you need to keep training. Even ignoring the hype part, you still need to retrain simply to update the data inside the LLM.

I guess we’ll only know for sure after the crash/readjustment.

From my memory of their financials, they actually get enough donations for the browser. The issue is the for profit companies fetish for a million different side quests.

There’s following the law, and then there’s giving away data to government agency just because they asked nicely, and could MAYBE get a warrant in the future. It is the equivalent of letting police into your house without a warrant, because maybe they’ll get one.

Dated means a fuckton in the Desktop world. Browsers get updates regularly, so do games and graphics drivers. There’s nothing “stable” about a website not working correctly just because my browser version is ancient and coming from the official repo.

Thank god flatpak has made people see the light, at least a little bit.

I’ll agree on the update thing, but absolutely NOT on any of the other parts. Things like OneDrive are ENTIRELY about money.

With the update thing, even “pros” were incredibly lazy with updates in the past. Having automatic updates at least as the default is entirely correct.