Check out my latest project! You can fork it, tweak the policy manually or with AI, run the system and watch the data come in! It's engineered to keep a low data footprint, so 500k domains fits into 1GB on disk. If you have local models it's free! You just might not get the best throughput depending on your GPU. My production data is not exposed anywhere yet, and I may never expose it. The point is for you to fork and make your own policy, and thus your own personal search engine! The article covers basic analysis on my data, so it's worth a read if you're interested! A deeper analysis may arrive with V2 if I ever do it
Yeah it’s ai generated obviously but as I said previously which some people didn’t like - don’t judge the tools, judge the content.
I don’t care if robot hand written this or black or white. It’s useful.
abc3354•Aug 13, 2026
In the expression "AI slop", "AI" is about the tools, "slop" is about the content
uean•Aug 13, 2026
I'm not going to spend an hour trying to distill the AI-slop to find out what potential golden nugget may lie in there.
It's impossible to judge the content if it's buried under a landfill. "If you won't take the time to write it, I won't take the time to read it."
ImPostingOnHN•Aug 13, 2026
"slop" is a perfectly valid judgement of content
surely if we're expected to read this ourselves, the author can write it themselves?
indeed, it's helpful to the author, too: writing helps you learn
ModernMech•Aug 13, 2026
I dunno, you'll notice several people here saying that got value from it, despite others not engaging with it at all. If your filter is that you don't engage with anything you don't expect a priori to get value from (based on weak signals), you'll be missing a lot.
fg137•Aug 13, 2026
> judge the content
The content itself is slop.
order-matters•Aug 13, 2026
did you edit it? did you fully read everything yourself and take out anything extra that didnt need to be in there like unnecessary comparisons and typical AI idioms? tweak the language to be less dramatic or emphatic about things that do not need emphasis?
AI is a great tool, but it is somewhere between a 3D printer and a CNC machine. it can make something smooth and easy to handle and maybe good enough for personal use but you would want to run it through some Finishing steps before giving its output to someone else. In some cases thats using the output as a mold for a full recreation and other times maybe its just sanding it a bit, smoothing out some rough spots and putting paint on it.
youre right not to care about if something was made by a human or a tool, but the full presentation of the content including editing is part of the content when it comes to a write-up.
dewey•Aug 13, 2026
I think Kagi Small Web filter would give you very similar results.
marginalia_nu•Aug 13, 2026
Interesting project. Website discovery is indeed in a pretty dire spot, definitely a space that needs innovation. An auto-labeled website directory isn't that silly of an idea.
I have a 400 GB sqlite database with samples of rendered root document DOMs I use for ad detection in Marginalia Search I've been meaning to explore similar ideas using.
jeromechoo•Aug 13, 2026
It feels like we've hit a point where search engines can become what "todo list apps" were for devs 10 years ago.
What a homebrewed solution lacks in coverage it excels in indexing and serving a small slice of the internet really really well.
marginalia_nu•Aug 13, 2026
To be fair they are a supremely interesting problem to hack away at, and one that will meet you where you are.
Almost anyone can put together a basic search engine in a few thousand lines of code, it's just not very hard to make a program that will index a few million documents better than Confluence.
Then, between that first ansatz and a working scalable internet search engine, you have a pile of interesting problems touching every aspect of computer science and computer hardware and networking, enough so that hundreds of people will have gotten PhDs in narrow sub-problems of those problems you'll be facing.
It's great because you can just tackle the stuff you feel comfortable approaching and leave the rest for later.
alightsoul•Aug 13, 2026
I have been wanting do do this. The biggest source of domains is certificate transparency logs. Also ICANN zone files. According to some scientific papers these cover 88% of all registered domains. You could crawl dns for CNAME records with all ipv4 IPs by distributing requests across dozens of DNS servers, the internet archive or the common crawl but doing it for the internet archive is a dick move without giving them money
There's about 200 million active domains currently. That's about 66% of all businesses worldwide of which there are around 300 million. Around 100 to 150 million have active webpages
orliesaurus•Aug 13, 2026
Like a personal Google? How do you bypass all the captcha, ip bans, cloudflare turnstile antibot stuff etc?
voidUpdate•Aug 13, 2026
They don't: "skips the model entirely if the page is empty, parked, or a bot-challenge wall"
sandeepkd•Aug 13, 2026
Thats the fun part, the user just went with happy path. Javascript, captchas, cloudflare protected content did not made to the catalogue. This sort of use case exists in LLM training data a lot which makes it easier. The data gathered by the user is not really practically useful cause there are way too many gotchas when it comes to web scraping and building a catalogue (source: I have done scraping for a particular domain data and had to do at least 10+ iterations to get it >90 right)
eggbrain•Aug 13, 2026
This is actually where I see software going in the short term -- cloud moving to local.
A few years ago, if you wanted translation, you'd use Google Translate. If you wanted to search the web, you'd use Google search.
But for a few gigabytes, you can now install nllb-200-distilled-600M, and get translations for almost any language locally. You can have your computer crawl the web, create abstracts and categorizations for websites, and build search exactly as you want it.
The main limiter now is hard drive space (and to an extent, local compute) -- but right now it feels like the 70s again where the terminal into a remote server turned into building applications locally.
dylan604•Aug 13, 2026
The number of times we've gone from cloud/server access via terminal to local compute back and forth is something that always makes me laugh a bit.
an0malous•Aug 13, 2026
It's more of a pipeline than a back-and-forth. New abilities happen in the cloud first because they require specialized, higher capacity resources and then move towards being local as the resource usage gets optimized.
pimlottc•Aug 13, 2026
Sometimes I think people forget how capable computers are. 500k is not much. You can just slap that in a Lucene instance. This is a solved problem.
marginalia_nu•Aug 13, 2026
Approaching search by just tossing the data in Lucene is how you end up with Confluence's search box though.
elorant•Aug 13, 2026
Domains are way more than just 40M though.
BaudouinVH•Aug 13, 2026
From what I understand the aim was not to collect all the domains on the web but focus on personal website, etc. and avoid corporate web sites.
fg137•Aug 13, 2026
Sorry I have a lot of trouble understanding what this is useful for. Like, I am never going to replace it with Google, DuckDuckGo, ChatGPT or even Bing.
prepend•Aug 13, 2026
I was wondering the same thing. I’ve wished for just a big blob of the web to grep and regex through, but I don’t think this is that much easier than using duckduckgo or even google.
dreamforever•Aug 13, 2026
It's not for that, sorry, I should have been more specific. It's for people who wanna put in the effort and steer their own crawl to surface their own slice of the web. The article is just a little story of the journey
pavel_lishin•Aug 13, 2026
From the screenshot, it's very funny that one of the indexed sites is www.llresearch.org, which looks like it's run by a crackpot.
BaudouinVH•Aug 13, 2026
How do you build a list of domains you want to index ? I see there is a fetcher and a spider in the code but so for I haven't found how to build that list.
lagrange77•Aug 13, 2026
Took me a few minutes to realise it's not a domain name search engine.
tpowell•Aug 13, 2026
It takes a bit of setup and a huge download, but every time I need a good domain I follow this old post from Derek Sivers. I have Claude de-dupe it and turn it into a searchable database (on my machine), then have it search genres and terms I'm looking for. It's a task Claude is very well-suited to, from the technical implementation to back-and-forth about selections.
[link]: https://sive.rs/com
14 Comments
1. read each site
2. rent a 4090 with https://vast.ai to run vllm
3. let llm model invent its own category and tag names freely
4. save 1KB of metadata each
5. `code is going up as open source` soon (TM)Your impressions seem about right, but there are a few control steps it seems.
Since when has low effort become a selling point anyhow?
I don’t care if robot hand written this or black or white. It’s useful.
It's impossible to judge the content if it's buried under a landfill. "If you won't take the time to write it, I won't take the time to read it."
surely if we're expected to read this ourselves, the author can write it themselves?
indeed, it's helpful to the author, too: writing helps you learn
The content itself is slop.
AI is a great tool, but it is somewhere between a 3D printer and a CNC machine. it can make something smooth and easy to handle and maybe good enough for personal use but you would want to run it through some Finishing steps before giving its output to someone else. In some cases thats using the output as a mold for a full recreation and other times maybe its just sanding it a bit, smoothing out some rough spots and putting paint on it.
youre right not to care about if something was made by a human or a tool, but the full presentation of the content including editing is part of the content when it comes to a write-up.
I have a 400 GB sqlite database with samples of rendered root document DOMs I use for ad detection in Marginalia Search I've been meaning to explore similar ideas using.
What a homebrewed solution lacks in coverage it excels in indexing and serving a small slice of the internet really really well.
Almost anyone can put together a basic search engine in a few thousand lines of code, it's just not very hard to make a program that will index a few million documents better than Confluence.
Then, between that first ansatz and a working scalable internet search engine, you have a pile of interesting problems touching every aspect of computer science and computer hardware and networking, enough so that hundreds of people will have gotten PhDs in narrow sub-problems of those problems you'll be facing.
It's great because you can just tackle the stuff you feel comfortable approaching and leave the rest for later.
There's about 200 million active domains currently. That's about 66% of all businesses worldwide of which there are around 300 million. Around 100 to 150 million have active webpages
A few years ago, if you wanted translation, you'd use Google Translate. If you wanted to search the web, you'd use Google search.
But for a few gigabytes, you can now install nllb-200-distilled-600M, and get translations for almost any language locally. You can have your computer crawl the web, create abstracts and categorizations for websites, and build search exactly as you want it.
The main limiter now is hard drive space (and to an extent, local compute) -- but right now it feels like the 70s again where the terminal into a remote server turned into building applications locally.