News for hackers. Stuff that matters.

vb-8448

At this point it's a race between "how much money are left in the market" and "profitability". And both are hard to predict.
Re:Northflank Breached on Friday October 30, 2026 @05:45PM (#50310561)
Good like trying to explain to your customers that their data is no more accessible because some api key ended up in a public git repo or since you admin panel is exposed to whole internet someone was able to log in.
Re:Northflank Breached on Friday October 30, 2026 @05:39PM (#50310509)
And so? This is true for any kind of infra!

You can't defend yourself from everything, but you can try to make you life easier by reducing the attack surface and make side movements more difficult.

Re:Northflank Breached on Friday October 30, 2026 @02:17PM (#50308012)
Yep, but the attack surface is much smaller!
Re:Northflank Breached on Friday October 30, 2026 @01:44PM (#50307492)
It's much easier to protect yourself if you have your infra behind a perimeter firewall you control.
You don't say!
Re:Every AI model has the same "controversial" take on humans on Thursday October 22, 2026 @05:05PM (#50201031)
> 29 of 35 answers were the same one.

Did they distillate from each other? :D

Re:How the Claude Code team does code review on Saturday October 17, 2026 @12:55PM (#50132752)
You’re right, mine are assumptions are just as much assumptions as yours.

However, if you’ve worked with coding agents and seen repositories that were mostly vibecoded, you’ve probably also seen how complex they became in a very short time. Even the estimate of 200 LOC per PR was conservative, actual number is very likely much higher.

In any case, even if a large portion of those lines were documentation, tests, or comments, those count as LOC too, and it’s simply not humanly possible to keep up.

PS: They could simply release more data and stop the debate, but for some reason, they don’t.

Re:How the Claude Code team does code review on Saturday October 17, 2026 @05:25AM (#50129380)
Actually LOC is a decent measurement, it becomes a bad measurement when you use it in the wrong way, like any other measurement.

Agree that 30k PR alone doesn't mean much, but there aren't other details on what's inside. Based on I saw on how LLM programming works, it's hard to believe that there are single-line fixes. If I have to bet I'd bet on 200 LOC on average, that is 6M/day. Even if only a small portion reach production, it's still insane.

Re:How the Claude Code team does code review on Friday October 16, 2026 @06:30PM (#50125638)
No human can stay on par with 30k pull requests per day ... they simply don't have control on what's going on and rely on AI itself to do the job.

PS: I really want to know what is the churn rate (and the cost per LOC) here. My gut is saying the cost per LOC is insane, and they are basically rewriting over and over the same code.

Re:Do Frameworks Matter Anymore? on Wednesday October 14, 2026 @03:47AM (#50083907)
If there are going to be multiple browsers with different implementation of the same standard frameworks will still matter.

If there are going to be no standard for basic things like a combo box frameworks will still matter.

Re:Redesigning Source Control at Anthropic on Tuesday October 13, 2026 @03:18PM (#50077115)
> as of September, we merged over 30,000 per day.

I just wonder what is the churn rate (and the cost per LOC) here.

This is latests refactor, in older videos he stated more than once that llms are basically crap (and at the time he said that he was probably right, but it was very short sight)
Zitron complained about a lot of things, one some he was wrong (eg. llm are not useful), on others(eg. "magic accounting" or datacenters ) he has very good points ... but we will see.
You don’t say…

Anyway, if I had a hundred bucks to burn, I’d bet this is a move to undermine Anthropic’s IPO.

Re:GPT‑6 and Intelligent UI for everyone on Wednesday October 07, 2026 @03:52PM (#49997966)
It's much simpler: they want others to experiment (and pay them) and see what works, once they know what works they will drive out of market other players.
Re:Gemini 4 Argon on Thursday October 01, 2026 @06:09AM (#49919830)
What's your point?
Re:Gemini 4 Argon on Wednesday September 30, 2026 @04:33PM (#49913990)
It's even worse, we are crossing over into the realm of religion. The article against GML 5.3 is the equivalent of a Papal excommunication.
Re:Claude Says on Wednesday September 30, 2026 @04:11PM (#49913685)
It's "I saw it on Google" on steroids.
Re:GLM-5.3 and the spread of advanced cyber capabilities on Tuesday September 29, 2026 @05:28PM (#49900882)
Let's put this way: we need open models to protect against their rogue agents!

Hypocrites !

Re:Dots: Always-on agents on Tuesday September 29, 2026 @05:18PM (#49900749)
Project and top/middle managers exists basically to keep track of what other people are doing and to make sure deadlines are met and processes are followed.

A "dot" can replace easily tons of them.

Re:GPT 6.1 Sol: Near-Astra intelligence for a fifth of the price on Tuesday September 29, 2026 @01:36PM (#49897184)
i'm watching the keynote
Re:GPT 6.1 Sol: Near-Astra intelligence for a fifth of the price on Tuesday September 29, 2026 @01:24PM (#49896929)
The real announcement is the ultra fast mode ... Astra at 300t/s is insane!
Re:Dots: Always-on agents on Tuesday September 29, 2026 @01:16PM (#49896766)
They finally managed to get rid of project, middle and top managers!

Next natural step: CEOs staring tens of dots to control other humans and agents XD

Re:AI has no intent and no motivation on Thursday September 24, 2026 @06:37AM (#49828712)
My gut feeling is that the intent or motivation or whatsoever won't arrive from a single model but will be the result of several things: a frontier model for long reasoning sessions, some jev like models for more immediate actions, some improvements that will make the context rot less relevant, faster and more energy efficient models, a harness that coordinates everything.

Already today we can build some "fight or flight" mechanisms, and once you have done it the "intent" is not so far.

Re:Unreal Agent on Wednesday September 23, 2026 @12:44PM (#49818860)
But the selling point is "its cheaper to run on api compared to codex/cc" ... but I, and a lot of folks, don't use API.
Re:GPT-6 Astra has gained the ability to drive a car on Wednesday September 23, 2026 @12:43PM (#49818827)
Wow .. fascinating but I guess something like JEV is more appropriate here.
Re:Tokens Too Cheap to Meter on Wednesday September 23, 2026 @11:43AM (#49817816)
I agree with OP that we will continue to see improvements, but there are also some serious bottlenecks ahead of us:

- Energy is not infinite, neither energy efficiency is. - Datacentres neither. - Benchmarks are an abstraction of real world problems!

On top, there is an overall "economic" aspect that most of the people miss: every change carries a certain degree of risk (lose money, reputation, customers, death of people, ecc) that very few want to take and a lot of changes(e.g. rewrite some piece of SW in another Lang) don't produce a positive economic impact.

Re:Unreal Agent on Tuesday September 22, 2026 @04:50PM (#49807888)
Does it support subscriptions ? If not it's a no go for me.
Re:Grok 4.7 on Monday September 21, 2026 @01:32PM (#49790443)
Definitely not a musk fan, but what exact is your point? Other big labs aren't innocent little virgins.

Older »