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Cu3PO42

Anthropic are building out their own bio lab where I believe they will have techs do Claude‘s bidding. I really don’t know how to feel about that.
Even if it plays out that way (which I doubt, we have a ton of requirements around spend tracking), the problem I'm seeing is long term maintenance. I don't want to fudge around with my proxy every time one of the model providers comes up with a new parameter that works slightly differently on Bedrock than it does on Azure.

That said, I am looking into alternatives. Two times in one year is really a terrible look.

You can! And they're delicious.
Re:Linus Torvalds's first LLM-assisted patch series on Wednesday October 14, 2026 @02:50PM (#50092965)
Some people reject the use of generative AI outright. Some for moral reasons, often based on sourcing of training data, some due to environmental impact, some for concern of how society will change or even just their own job.
Re:Show HN: Giving Opus 5.5 a simulated paint canvas on Friday October 02, 2026 @04:04PM (#49937963)
I think this is a very fascinating question and one I definitely don't have the answer to.

Here's some lines of thinking that I've gone through:

Aren't our minds abstract in the same way, just running on biological computers?

Say we could achieve whole brain simulation to a level of accuracy where we can actually replicate a human, surely that would be considered a mind and be deserving of the same rights and protections we claim for ourselves? But at the same time, it would be a program and a bunch of data; dare I say 'weights'? I think current day LLMs probably aren't minds yet, but that means there's a border somewhere and I don't know if we'll realize when (if) we cross it.

Re:GPT-6 Sol and Luna on Tuesday September 22, 2026 @03:04PM (#49806449)
I find it very interesting that for both these models we such a clear progression of better images with higher thinking levels from 'hardly useful' to 'pretty nice'. I feel on many other models low and max are much closer.
Re:GPT-6 Sol and Luna on Tuesday September 22, 2026 @02:03PM (#49805553)
Cutting prices by 50% as compared to 5.6 prices is exciting. GPT-6 Luna at $0.10/Mio input tokens and $0.50/Mio output is positively insane.

EDIT: this doesn't say anything about availability on either Azure or AWS. I'm assuming it will show up later, but it would be interesting if it didn't.

Re:Git hosting that never leaves Europe on Saturday September 05, 2026 @06:20AM (#49575074)
I didn't get that either until I read this comment. I read "pushin" as one word, figured it was a made up proper name for a product.

Once upon a time, I, too, had a domain where the TLD was part of the actual name and required to read it correctly (think something like foobar-pl.us). In my experience this left most people confused and I abandoned that quite quickly.

Re:OpenAI begins rolling out GPT-6 Astra on Thursday September 03, 2026 @03:40PM (#49555621)
Just two days ago, a preprint by Julia Stadlmann went up on arXiv [0] improving the prime gap from 246 to 240. Now OpenAI announces Astra has shown a gap of 186 [1]. That must really blow.

[0] https://arxiv.org/abs/2608.31126

[1] https://cdn.openai.com/pdf/51126fac-1b68-4128-9666-c908bcc16...

Re:GPT 5.6 Sol 20% price reduction on Saturday August 22, 2026 @02:24AM (#49397118)
It’s currently 50% off on OpenRouter even.
Re:Zed: Delta on Wednesday August 12, 2026 @04:24PM (#49278075)
Thanks for pointing that out. I tried the Codex App before but didn't see that.

I want to like the app, but I'm not sure if it actually fits well to my use case. With my current setup I need to fully quit and restart it if I want to work on a different project (to get it to use a different API key) and I cannot work in two threads belonging to different projects at the same time.

Also I generally prefer to handle sandbox the entire agent and disable its internal safeguards. Beside any doubts regarding the quality of the relevant sandbox implementations, I have just gotten my projects to work better this way.

Re:Zed: Delta on Wednesday August 12, 2026 @03:17PM (#49277274)
This does look legitimately exciting. A surprisingly large pain point when doing agentic work has been commenting on something in a larger plan document. I always find myself summarizing the surrounding text to contextualize a comment when all I really want to do is highlight and click "add comment".

Unrelatedly, I have been looking at Zed to centralize my agentic work at $job, where we use different API keys per project to better attribute spend and control model availability based on per-project data protection controls. All of the standard UIs I've tried for this don't really work, but the CLIs mostly do. Using ACP in Zed I was able to bridge that into the UI world and I'm quite happy with it.

I signed up for the beta and I look forward to trying it.

Re:Garnix Is Joining Shopify on Friday July 10, 2026 @12:25PM (#48862095)
I loved garnix and I’m sad to see the service shut down. That said, open sourcing the platform is the best way to do it I can imagine. I wish the team success at Shopify.
Re:Claude Sonnet 5 on Tuesday June 30, 2026 @02:57PM (#48737604)
Sonnet 5 is not currently available in the EU region on Bedrock, whereas previous models were and still are. I wonder if this is only due to early stages of the rollout or if this is due to recent US restrictions.

Unfortunately that means I won't be using it at work for now.

Re:Update on "Co-authored-by: Copilot" in commit messages on Wednesday May 06, 2026 @03:03AM (#48033191)
They switched to a weekly release cycle, presumably to compete with the perceived iteration speed of the many VS Code forks.
While it is certainly inspired by Arc, it doesn't share any code. Arc is proprietary and Chromium-based, Zen is Open Source and Firefox-based.
I personally find the "animals killed since you opened this page" number to be the most unsettling. YTD numbers are so large, I find them hard to process.

If you choose to eat meat, please be aware of the conditions most of these animals exist in and how they die. I'll spare you more numbers, because they don't do the cruel reality justice anyway. Instead, I'll leave you with some video material: https://animalequality.org/blog/factory-farming-facts/

Re:Devuan – Debian Without Systemd on Wednesday January 28, 2026 @04:13PM (#46801603)
I've looked at OpenRC, RUnit and S6. I haven't recently run any of them "in production", however.

Personally, I am a strong believer that declaring the desired state is a lot easier to get right than actually writing the code to get there. Beyond that, I'm not saying any of these are bad at being what they are, systemd just has more features, some of which I really like. Two examples I'm actively using currently are automount units and socket activation (S6 also has socket activation). I have some remote folders mounted via SSHFS automatically when I access them and this is incredibly useful for my workflow.

Could I find tools to slot into other init systems that do this for me? Probably. But systemd has this neatly packaged up, easy to configure and easy to introspect state.

Re:Devuan – Debian Without Systemd on Wednesday January 28, 2026 @07:58AM (#46794719)
Gnome, for example. GDB now needs systems's userdb.

It is indeed becoming harder and harder to avoid and I understand that this isn't great, but systemd tackles some genuinely hard problems that others don't. Which is to say I don't begrudge Gnome devs for this and personally prefer systemd over current alternatives.

You seem to be under the impression that you cannot reset your Secure Boot to setup mode. You can in the UEFI, doing so wipes any enrolled keys. This, of course assumes you trust the UEFI (and hardware) vendors. But if you don't, you have much bigger problems anyway.

Is it possible someone will eventually build a system that doesn't allow this? Yes. Is this influenced in any way by features of Linux software? No.

> What prevents Microsoft from mandating removal of enrollment permissions for user keychains and Secure Boot toggle

Theoretically, nothing. But it's worth pointing out that so far they have actually done the opposite. They currently mandate that hardware vendors must allow you to enroll your own keys. There was a somewhat questionable move recently where they introduced a 'more secure by default' branding in which the 3rd party CA (used e.g. go sign shim for Linux) is disabled by default, but again, they mandated there must be an easy toggle to enable it. I don't begrudge them to much for it, because there have been multiple instances of SB bypass via 3rd party signed binaries.

All of this is to say: this is not a scenario I'm worried about today. Of course this may change down the line.

> Maybe I could get a EU bank from another EU country but my employer will not accept an out of country account for salary deposits because it makes their tax life difficult and my mortgage provider doesn't trust foreign accounts either.

I do not doubt this is happening, but it is forbidden under SEPA. All IBANs, no matter from which member country, must be treated equally. Unfortunately, "IBAN discrimination" happens quite frequently still. The European commission recommends filing a complaint with your national governing body.

Re:I dumped Windows 11 for Linux, and you should too on Sunday January 11, 2026 @01:09PM (#46577999)
If you're working in a corporate environment, this may not be viable. LibreOffice is great software, but it's not 100% compatible. Things may look slightly different, get lost or otherwise cause problems. I've really tried, but at the end of the day I occasionally do need to use actual Microsoft Office.
Re:Going immutable on macOS, using Nix-Darwin on Friday January 02, 2026 @04:42AM (#46463144)
nix-darwin is essentially this. I have a small bootstrap script to install Xcode CLI and Nix, git clone my dotfiles and activate the config. That in turn sets up the system, also installs Homebrew, installs apps from the App store and sets up all my configs. The only thing I need to do after is sign into some accounts.
Re:Upcoming Changes to Let's Encrypt Certificates on Tuesday December 16, 2025 @02:56AM (#46285916)
ZeroSSL is Austrian, however since I last looked at them it appears they were acquired by a US corporation.
If you use secure boot and don't let your keys near Windows, you should be fine even if your Windows install is compromised. Unless you don't trust Microsoft themselves, in which case you'd need to re-enroll keys whenever switching operating systems, which is possible, but very tedious.
I also strongly dislike requiring remote attestation for any kind of software I want to run. But what I also dislike is cheaters in my online games and I genuinely do not have a better suggestion on what to do.

Personally, I run Windows purely for gaming and don't let it near any important data. For the latter, I boot into Linux with separately encrypted disks.

The important part in the parent is "that don't need a user password". You just said you had to supply a (user) password.

With a TPM you can set it up that your disk is unlocked automatically, but only if no-one changed anything in the signed boot chain. This is the default with Bitlocker on Windows and is also possible on Linux, though somewhat more finicky.

Re:Email immutability matters more in a world with AI on Thursday October 02, 2025 @04:10PM (#45454896)
Is it? Last time I tried to self-host my email I did. I had DKIM, DMARC and SPF set up correctly as verified by multiple sites, but I couldnt't get reliable delivery to any Microsoft-hopsted mailboxes. Every other provider I tested was perfectly happy with my mail, unfortunately MS is too big a provider to ignore them.

> What matters is domain age, IP, and compliance with DKIM/DMARC.

Maybe it was my IP, but I cycled a few with my hosting provider and none of them made a difference. If I am unable to reliable obtain a 'trusted' IP, what good does it do?

I switched to hosted email and all my delivery issues were gone.

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