skysight-inc/HackerNews huggingface dataset:
Great question about MECE vs Divio's system! They actually complement each other rather than conflict.

MECE (Mutually Exclusive, Collectively Exhaustive) comes from management consulting and focuses on organizing concepts without overlap or gaps. Divio's system focuses on documentation types (tutorials, how-to, reference, explanation).

In the AI era, your question raises a fascinating point: if AI can dynamically adapt content to the user's needs, do we still need multiple presentation formats? I believe we do, but with a shift in approach.

With AI tools, we can maintain a single MECE-structured knowledge base (optimized for conceptual clarity and AI consumption) and then use AI to dynamically generate Divio-style presentations based on user needs. Rather than manually creating four different document types, we can have AI generate the appropriate format on demand.

In my experiments, I've found that a well-structured MECE knowledge base allows AI to generate much more accurate tutorials, how-tos, references, or explanations on demand. The AI adapts the presentation while drawing from a single source of truth.

This hybrid approach gives us the best of both worlds: conceptual clarity for AI consumption, and appropriate presentation for human needs - all while reducing the maintenance burden of multiple document versions.
Some sampling might be lazy, but there's plenty of impressive producers which take the art to the next level. Some suggestions you can sample: DJ Shadow, J Dilla, Madlib, The Avalanches, Statik Selektah. And as a bonus, an artist definitely not hip hop which makes beautiful use of sampling is Jens Lekman.

I will be charitable even though you called rap "lowest common denominator" poetry.

If you are genuinely interested, I suggest you look into the history of hip hop. IMO, the point of early hip hop was not to create sophisticated music, but to connect people by using sounds they were already familiar with. More important was the message and vocal delivery of the MC.
Interesting... Thanks for putting in the effort. I'm curious, did your previous knowledge of programming help you accept code changes, or do you just keep everything written by agent?
The real problem of your website is that the recipes are AI generated.

A second, minor problem of your website is that the images illustrating recipes are AI generated with a bad quality

You can't solve those issues by throwing more AI.. well maybe the second problem you can (AI images with later models are generally ok)
What about DVD-Rs and DVD+Rs?
40GRID - Full-time Remote | React Native Mobile Engineer
Our mission is to empower field-service companies to grow by modernizing and automating their business operations. Every company we work with has unrealized potentials — our task is to build the platform that empowers growth and helps them unlock opportunities.

Email: jobs [at] 40grid.com (no recruiters or agencies, please put HN in subject line, thanks).

Tech: React Native
You might elaborate, but you chose to spill nonsense. I see no difference in that department, a hacker might live anywhere.
> You need to actually invest the money versus paying the credit card to earn interest. The average consumer is not walking around picking up pennies in front of a steamroller trying to get $30/month with clever interest rate arbitrage.

They should be. Interest bearing checking is out there. No real danger there. It's not glamorous, but depending on how much interest you're getting, paying with tommorow's dollars for today's purchases gets you about 0.4% off (based on bad math of apy is 3.25% * 45 days / 365 days in a year; I know this isn't the right way to use an APY, but you can also find better interest checking than my credit union)
Thanks for sharaing your journey, I have few observations

1. When I click on a recipe from home page it is maintaining the scroll position, so I am not seeing the top of the screen. Is this deliberate?

2. "Recipe Ninja was vibecoded by Tom in San Francisco." Will it increase of decrease trust in your system for users?

3. To remove AI changing random files, I use "Copy relative path" to tell AI which file to change (there is a keyboard shortcut too). Not fully vibe coding but can be useful for precision bug fixing.

Good luck with the project.
I understand that this is just kind of a proof of concept exposition of AI capabilities, but I fucking hate it and it is emblematic of the kind of low effort drivel that is infecting the internet. This is totally unusable in every way possible. While technically impressive (that AI can make a pretty-ish and functional website) it is practically useless.

Also, the photos are some of the most un-appetizing, uncanny valley, shit I've ever seen.
Just to make sure I understand correctly, would you agree that if clients always synchronously commit (i.e. wait until the MetaStore commit returns ok) before acknowledging any commit locally, the client will experience Strict Serializability?

Assuming you agree with that, what would be a more clear way to explain the tradeoffs and resulting consistency models in the event that a client desires to asynchronously commit?

I think I see the issue, but I'd love to hear your take on how to update the docs.
Why would I want to do that when I can go to one of dozen AI chat interfaces and ask for recipes and further customization without having to look at any interface?
Nikola founder says $2M he gave to Trump had nothing to do with his pardon
I used to get them occasionally. A few years back I started doing loads of cardio exercise and I noticed a while back that I hadn't had the flutter for a long time. I always wondered if it was due to increased cardiac fitness.
I just stick to qubes, thanks but nothanks. To treat every OS as hostile seems to be the sane solution these days.
I know, but we will have to wait and see.
Once you are at the level of forensic investigations that go down to the tracking dots, most attempts at spoofing anything will be relatively obvious and provide further evidence that narrows down the list of suspects to those aware of such techniques.

You might fool someone who does such analysis casually but I'd expect an actual experienced investigator to e.g. go "the tracking dots are clearly brand X, but the raster used for greyscale is obviously from Y, soooo"
I'm so sorry to hear of his death, and sending my prayers and wishes for peace and healing to his loved ones.

I interacted with him directly only once, while working on a [buffering-related issue in Open connect](https://gitlab.com/openconnect/openconnect/-/issues/582#note...).

Like many others, I was inspired by his great attention to detail, his diligence, and his curiosity, which served as a fantastic example for many people working on tricky and important issues in networking and other technologies.

Those will be some big shoes to fill.
Very interesting video. Many thanks
Thanks! That's a good distinction

Could you theoretically use it for e.g. DuckDB? (maybe not now, but with some work further down the line) What about a graph db like KuzuDB? or is it SQL only?
Sort of. Compact NMC Li-ion cells from laptops and phones often use stuff like cobalt, supplies of which are much more limited and problematic than of lithium. The newer LiFePO4 chemistry does not use it, and, importantly, is rather hard to ignite. Its energy density per unit mass is lower, but it's not that important for stationary installations.
This is not just a problem with formal verification systems. It's a problem intrinsic to math, science and reality.

We call these things axioms. The verifier must be assumed to be true.

For all the axioms in mathematics... we don't know if any of those axioms are actually fully true. They seem to be true because we haven't witnessed a case where they aren't true. This is similar to how we verify programs with unit tests. For the verifier it's the same thing, you treat it like an axiom you "verify" it with tests.
Not only that, but DFT itself has many many different forms. There's DFT that is O(n)^3 and there's DFT that's O(n)^7 in time complexity, the wild variations are due to the different approximations (i.e. algorithm and parameters).

Saying "I used DFT" is like saying "I used a computer", its nowhere near enough info to reproduce the work
Screenshots and step-by-step of the process also here: https://www.wired.com/story/how-to-clean-install-windows-11
The doc you linked and the author's response here do a good job of clarifying the conditions.

They're building an edge data store that has both local and global characteristics, with certain options meant for offline mode. It's reasonable to assume that the answer is more complicated when talking about the strict serializability of such a system.
I'd like to see a tvtropes for rhetorical tricks. That way every time a politician dished out a creative lie it could be mapped to a curated pile of historical references for the last time that lie was told and we can see how it worked for the lied-to the last time it came around.
> You are advocating for a wild system of government sir.

You can always finance a revolution to change it, if you're not too busy buying stereos.
Yes, that's Diataxis (formerly Divio). I faced similar challenges and found that combining it with MECE principles in my PAELLADOC framework made documentation much easier, especially with AI tools. Good luck getting your team started
Thanks for the response. I had misread the article’s description of gVisor and mistook it as something meant to protect the rest of the system rather than something that handled the filesystem part of the sandbox. It is an interesting tool.
Does Intel's Lunar Lake hold up? Our impressions, six months later
Frustratingly little actual content in the article, but it links to a new-looking website that is WIP and mentions an original source document that is, frustratingly, only available for download in the US.

Archive.org has a copy, here - https://archive.org/details/worksimplificati00coxj
Thank you! Someone else in the comments also found it similar, and linked to the game you're remembering: https://en.wikipedia.org/wiki/Knight_Move
Many errors and exaggerations have been found in DOGE’s numbers. Enough to where I don’t trust a word they now say. The $140B could be real or complete BS, or somewhere in between. That’s what happens when you lose trust because you don’t act in a way that engenders trust.
It's basically single master asynchronous replication. And only works for sqlite's journal mode. The master saves all sqlite's journals as commit history and sends them to followers to replay them.
Finally an article which doesn't contain the "...and you should too" thing, which I personally find very annoying. I also left Google behind the day they automatically added a calendar event from and email I received, some 10 years ago. Is not that much, really, but it was just an eye opener.

With respect to Kagi, I tried it briefly and, hey, it seems fine. My personal problem is their price. I guess I could afford the 10 €/months, maybe, but I'm not sure I could justify that when I could (and actually did) simply set up a VPS with SearxNG in docker on it for less than half and have watchtower update it automatically, thus accessing many and diverse search engines at once. Basically, set and forget it. Still, I'm glad that Kagi exists, as one day I may decide to switch to it.
However: https://www.nature.com/articles/d41586-024-00616-5
Only known gay prison now listed on NSW Heritage Register
How do you get realtime data from Reddit?
How are permissions supposed to work? Suppose a page has data that I need to see and also has data I can’t see. Does this mean I need to demoralize my entire data model?
That's a lot more work, skill and initial investment required than just trying to slap a dollar bill on a copier. Which means a lot fewer people will try, especially since the people with these skills can usually easily make enough, and possibly more, money through legitimate means.

There were people who did counterfeiting "right", down to getting real printing presses, suitable paper etc. https://www.businessinsider.com/frank-bourassa-on-how-he-cou... (it's strongly implied that he got away with 6 weeks in prison and likely got to keep a decent amount of the profit).
I second the request. Sing the images spatially related to eachother would be really cool. Like: this room is only 2 nodes from this room. Or like, you see one node with a ton of links and wonder which room that is.

The article itself shows some nodes and their corresponding images, but it'd be cool to have it for all of them.
I remember a fully 3d game from quite a bit earlier than then! Spectre for Macintosh, from 1991: https://en.wikipedia.org/wiki/Spectre_(1991_video_game) , and some gameplay at https://www.youtube.com/watch?v=r-F3XISR3ME
> Chinese no-names

Sorry, but that's just short sighted. Did you actually sit in a Chinese car, or at least seen any with your own eyes? I can tell you that ZEEKR, Changan, Exeed, Li Auto, BYD, Jac and others are well known and well respected in certain markets. In our harsh and cold climate, Chinese brands don't seem to be any less reliable than the Japanese, Korean and European brands that were historically used here.
Chrome DevTools have that too.
This is the thing about Top Gun and the mission impossible movies.

Tom Cruise still remembers that we go to the theater to be entertained. And he delivers on that above everything else.

And he knows how to give the fans what they want, all the way up to the gimmicky use of an F14 in Top Gun 2. Or seeing IceMan again.
Do we deride free speech absolutists simply because Musk might have trolled us? Is that truly a reasonable explanation for anyone's motivations? Would you be so petty as to base your principles on that idea?

No. Our criticism is aimed at their inability to defend their own values, leading to fruitless debates and real-world situations where shameless hypocrisy undercuts everything they claim to support.
Sounds both like quantum foam and not at all at the same time
Thank you for that ice water recipe, really wouldn't have known how to do that: https://www.recipeninja.ai/recipe/r_8Pq0RPfvVGf2Xw/ice-water...
It’s an independent non-executive non-profit established and funded by congress, not an agency under the executive branch.
And the lesser known, newer, invisible, digital watermark based version of it. Unfortunately very little information is available about that one. http://www.cl.cam.ac.uk/users/sjm217/projects/currency/
It'd be interesting if they added this to the standard questionnaire - does your dwelling have sprinklers? ... oh and how many watt-hours do you have in battery storage?
It's reasonable, but it belongs to the era when the world ran on tracks of printed paper.

A useful line for process improvement today - "You should never have to tell the computer something it already knows." That was a Steve Jobs line that got lost somewhere.
> GLIBC is an example of a "system library" that cannot be bundled with your application because it includes the dynamic linker itself. This linker is responsible for loading other libraries, some of which may also depend on GLIBC—but not always.

Running WordPerfect on modern Linux is done by shipping both of those components:

https://github.com/taviso/wpunix
Debian archives all of our binaries (and source) here:

https://snapshot.debian.org/

Some things built on top of that:

https://manpages.debian.org/man/debsnap
https://manpages.debian.org/man/debbisect
https://wiki.debian.org/BisectDebian
https://metasnap.debian.net/
https://reproduce.debian.net/
If he won't cite any literature, maybe he can find the Truth Social post he bases his worldview on.
There were a lot of annoying detours.

A lot of the bad parts of computing originated in hollywood. They wanted certainty that you could only play "protected" music or video.

This sort of thing made it "necessary" to lock bootloaders and eventually with the iphone... The ship of theseus didn't belong to theseus anymore, it was just a license.

now lots of devices are cash registers, surveillance devices, e-meters and pop-up generators.
Would you mind describing the process for this in a bit more detail?
Billy paid a fraud expert, whose whole business is apparently providing fraud opinions, but that seemed to have tipped the scales (mentioned in TFA). Very unfortunate outcome.

Well, the silver lining for Jobst in all of this is that he did build his YouTube channel (partly) on ranting about Billy, and that might be worth more than what he paid here.
I suppose, if you do not have a computer (or do not want to use it) then you might use dice to make the decision. (You can use d20 good enough, that there are 18 possibilities, and if it is 19 or 20 then roll again. Opponent then does the same with their pieces, too.)
Perhaps I wasn’t clear. Real history is much more persuasive. US elites love patriotic history and try to enforce it in schools.
Author here: In a few weeks, I will publish the graph generator's source code and a DOT file encoding the Myst graph in this repository: https://github.com/glthr/DeMystify. I would love to see how others render the graph and how the generator can be improved. A follow-up article will also dive deeper into the technical details. Stay tuned!
Great library!

Does it support non-English title casing?

For instance in French, title casing for “les maisons bleues” is “Les Maisons bleues” while for “des maisons bleues” it’s “Des maisons bleues”.
Why would scrapes get blocked, is scrapping illegal?
Show HN: How we automate blog content generation for clients (free workflow)
I run a small dev agency, and we built a simple automation to help clients turn YouTube videos into SEO blog posts using:
•N8N (workflow orchestration)
•OpenAI (for generating the blog content)
•Google Sheets (as a trigger + state tracker)
•Templated.io + Canva (to auto-generate an image with the blog title)
•Webflow CMS (to save/publish the post)

The workflow takes a YouTube transcript and generates:
•Blog title, slug, summary, body
•Auto-generated header image
•Saves it all into Webflow CMS (in draft mode for manual review)

I made a short 5-minute walkthrough video and shared the full automation for free:
https://www.youtube.com/watch?v=sqynh-jtDOM

There’s no paywall, signup, or anything like that. Just sharing something we’ve found useful internally and for clients.

Would love feedback on how to improve or extend it. (Thinking of adding Notion/WordPress support next.)

If you don't want to support me and you just want the Workflow: https://drive.google.com/file/d/1e3SLK4lrvfxfQfLAthj2BpfkwRf...
I appreciate and applaud your inclination to sympathy, but I don't think saying words in your head will help him or his family. Perhaps instead you should let his family know directly that you found inspiration in his work - I imagine they would find that quite comforting in their grief.
That's the one I was thinking of, thanks.
Class Takeaways – Humor: Serious Business [video]
Even with a key it is breaking and entering
> A feature complete Python text case conversion library

Considering it supports unicode input, I somehow doubt that. Given that there's no mention of unicode normalization it'll likely break some strings.
I'm an ML researcher @ MIT and a student at Northeastern University majoring in CS and Linguistics. I've built large-scale, efficient software for my neuromechanics and quantum photonics labs, for satellites, and for cloud computing startups. I'm looking for internships (4 months full-time, May - August) in systems engineering, ML, full-stack, and backend engineering. My most recent project: I built https://github.com/tetraslam/SHFLA and won the MIT Media Lab hackathon. It hit the front page of HN, and got me demo requests from Stephen Wolfram, David Sinclair, Joscha Bach, and Suno AI.

Location: San Francisco, CA

Remote: Yes, or onsite

Willing to relocate: Within the United States

Technologies: Python, Zig, C, C++, Javascript, Linux, Supabase, Redis, Pytorch, Slurm, CUDA, HPC, FastAPI, Embedded Linux, Tinygrad, Concurrency, Triton, Bash, Typescript, NextJS, TailwindCSS, Langchain

Resume: https://tetraslam.world/resume.pdf

Website: https://tetraslam.world

Email: shresht@mit.edu
For Ubuntu they would only target LTS releases, most likely.

On EL it's easier, now you would just support 2 or 3 of EL7, EL8, and EL9.

As an example of something I use, Xfdtd only officially supports one version of Ubuntu and 2 versions of EL https://www.remcom.com/system-requirements#xfdtd-system-requ...

In practice, it wasn't too hard to get it running on EL9 or Fedora either...
It did eventually did get a series, although I guess the series was let down and there are people who wish it had been ignored a little longer.

It's absolutely a classic though.
It's a shame that the genre isn't as popular as it used to be.
And little by little we get closer to being Lisp-like...
What is a good place to find and purchase rat meat? https://www.recipeninja.ai/recipe/r_8cj5RcE1Bl0lt7/rat-burge...

There's also apparently a hairstyle? https://www.recipeninja.ai/recipes/hairstyle
Sources for this very concrete number ? Besides your ass
Many things are obvious from your comment.
I think I'm probably operating with definitions of client and commit that are different than yours.

Specifically, I don't really see how a client can "commit locally" and "commit globally" as separate things. I understand a client to be something that interacts with your metastore API, which provides a single "commit" operation, that AFAICT will return success/failure based on local commit state, not global state.

Is that not correct?

Later on in the design.md you say

> The Client will be a Rust library ...

which might be the missing link in this discussion. Is the system model here assuming that clients are always gonna be Rust code in the same compilation unit as the Graft crate/library/etc.?
I’ve been to the US several times and am not afraid to travel there for tourism or work trips.

But the homicide rate being ~10x higher there compared to my home country is definitely one factor stopping me from considering moving there with my family, despite good job opportunities. (As an European, the other big blocker is work-life balance.)
I clicked that link for you so you don't have to:

"There’s a new kind of coding I call “vibe coding”, where you fully give in to the vibes, embrace exponentials, and forget that the code even exists. It’s possible because the LLMs (e.g. Cursor Composer w Sonnet) are getting too good. Also I just talk to Composer with SuperWhisper so I barely even touch the keyboard."
Fascinating approach with ologs and FSMs I've been working on PAELLADOC (https://github.com/jlcases/paelladoc) which applies MECE principles to documentation structure. Similar philosophy but focused on knowledge representation correctness rather than software behavior.

The results align with your experience - structured conceptual foundations make development more intuitive and documentation more valuable for both humans and AI tools.
Show HN: Money+ – Real-Time Expense Tracking with Google Sheets
Hey everyone!

I used to track my expenses in Google Sheets, but got tired of how clunky it was on mobile — especially entering data days later or forgetting entirely. I figured I wasn’t alone, so I looked for an app that syncs directly with Google Sheets. Surprisingly, I found nothing that fit: some offered manual export/import, others were overcomplicated.

So, I built Money+. It took me a year to learn mobile dev and wrestle with Google APIs, but now I can log expenses on the go, and my Sheets update in real time. Here’s what it does:

- Fast expense tracking: log transactions in seconds.
- Real-time Google Sheets sync: no manual exports.
- Budget planning: set and adjust on the fly.
- Custom dashboards: analyze spending your way.
- Full data ownership: your data stays yours, no third-party access.

It’s mobile-first and simple. I’m not sure how useful others will find it, but I hope it helps someone with the same budgeting struggles. Check it out here: https://apps.apple.com/us/app/money-expense-budget/id6741166...

Feedback welcome!