<rss version="2.0" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Hacker News: justcool393</title><link>https://news.ycombinator.com/user?id=justcool393</link><description>Hacker News RSS</description><docs>https://hnrss.org/</docs><generator>hnrss v2.1.1</generator><lastBuildDate>Tue, 07 Jul 2026 05:38:23 +0000</lastBuildDate><atom:link href="https://hnrss.org/user?id=justcool393" rel="self" type="application/rss+xml"></atom:link><item><title><![CDATA[New comment by justcool393 in "A peek into Reddit's anti-spam internals"]]></title><description><![CDATA[
<p>to be fair, i once accidentally ended up on shreddit or new reddit or whatever they call it nowadays and i think there's something for managing your posts on reddit and seeing analytics about that or whatever<p>> uncovering modern bot operations<p>this significantly overestimates how sophisticated the spam waves are compared to like ability. the 80% of spam filtering basically never was really done as far as i can tell.<p>> a thankless threadmill, and user engagement metrics from fake users are still user engagement metrics.<p>that's probably it tho</p>
]]></description><pubDate>Fri, 03 Jul 2026 23:32:27 +0000</pubDate><link>https://news.ycombinator.com/item?id=48781239</link><dc:creator>justcool393</dc:creator><comments>https://news.ycombinator.com/item?id=48781239</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=48781239</guid></item><item><title><![CDATA[New comment by justcool393 in "A peek into Reddit's anti-spam internals"]]></title><description><![CDATA[
<p>gallowboob in particular was an interesting case because he was very much a real person. and oh hell did a subreddit I mod know that way all too well<p>i think the guy had a like a keyword alert on his username because like one of my co-mods on a subreddit would talk about the guy and then we'd get reports for "It's targeted harassment against me" (which are reports that are sent to the admins) like a few hours later. much to the dismay of him, we had a chat with the admins later and it was like "as long as you're not saying to do vote manipulate or harass the guy it's fine."<p>i think a lot of it came from the fact that so like if you're modding a subreddit, a lot of people spend their time in the modqueue view rather than the comments so you see the targeted harassment reports on "xyz is a meanie head" and just click "remove" because it already is on the edge at best for most subreddits. this is how context gets lost. so people would see "unfavorable treatment" (not that it didn't happen, gallowboob's company's domain was soft-banned on reddit yet his subreddits had automod rules set to approve them) when if more people were as trigger happy on the report button a similar thing would happen<p>the admin problems with this are much worse because the comments tend to be looked at in isolation so saying "i'm gonna kill you", in isolation, looks without context pretty bad, but might be part of a joke chain or song meme that reddit likes to do every so often. take into account the fact that admins get whiny sometimes if your AEO removals are too high. then take into account the AEO guy's Tarot card reading and whether Mercury is in retrograde and you get a lot of mods who are a bit trigger happy, esp when people've gotten banned for approving stuff the AEO removed for dumb reasons<p>this somewhat led to a bit of an inflated ego with regards to reddit but eventually from what i see he left... at least under that username anyway.</p>
]]></description><pubDate>Fri, 03 Jul 2026 23:24:31 +0000</pubDate><link>https://news.ycombinator.com/item?id=48781194</link><dc:creator>justcool393</dc:creator><comments>https://news.ycombinator.com/item?id=48781194</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=48781194</guid></item><item><title><![CDATA[New comment by justcool393 in "Claude Code is steganographically marking requests"]]></title><description><![CDATA[
<p>"model" or "service" would be the term.<p>basically the point is that it's not protected because it doesn't fall under any classification of IP (it's not copyright or patent since it's mathematical outputs of a mechanical system, it's not trademark because obvious, and it's not a trade secret because it's not a secret)</p>
]]></description><pubDate>Fri, 03 Jul 2026 23:08:57 +0000</pubDate><link>https://news.ycombinator.com/item?id=48781068</link><dc:creator>justcool393</dc:creator><comments>https://news.ycombinator.com/item?id=48781068</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=48781068</guid></item><item><title><![CDATA[New comment by justcool393 in "A peek into Reddit's anti-spam internals"]]></title><description><![CDATA[
<p>ya it really is. it's the new name (where new is relative to like 10 years) for Trust & Safety.</p>
]]></description><pubDate>Fri, 03 Jul 2026 23:04:19 +0000</pubDate><link>https://news.ycombinator.com/item?id=48781042</link><dc:creator>justcool393</dc:creator><comments>https://news.ycombinator.com/item?id=48781042</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=48781042</guid></item><item><title><![CDATA[New comment by justcool393 in "A peek into Reddit's anti-spam internals"]]></title><description><![CDATA[
<p>the Unidan incident?<p>iirc it only got noticed at the time because of an argument between him and Ecka6 which led to the somewhat famous "here's the thing you said a jackdaw is a crow" copypasta</p>
]]></description><pubDate>Fri, 03 Jul 2026 23:02:24 +0000</pubDate><link>https://news.ycombinator.com/item?id=48781032</link><dc:creator>justcool393</dc:creator><comments>https://news.ycombinator.com/item?id=48781032</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=48781032</guid></item><item><title><![CDATA[New comment by justcool393 in "A peek into Reddit's anti-spam internals"]]></title><description><![CDATA[
<p>some more information perhaps?<p>banned_by true is more accurate to say "admin or automatic". in "admin mode," you can see these although not sure the UX for these nowadays now that it is spewing a gazillion lines of text into them).<p>Anti-Evil Operations removals (nee Trust & Safety) are generally human(-assisted) actions (although these actions can be applied en masse). there's some more information nowadays in the API which was really nice. it also helped because people stopped blaming "the mods" for removals when the spam filter slopped all over the place. this was also annoying because previously you had to previously guess from the API how it was removed even if you were a mod.<p>the 3 ways to remove a post/comment (i.e. in reply to: train_spam):<p>- remove not spam: removes it but doesn't train the spam filter, obvious<p>- spam: removes it and trains the spam filter, obvious<p>- confirm spam: only happens when you remove after removing for any reason, *does not* train the spam filter<p>- reinforce spam: trains the spam filter even if the spam filter already caught it. *does* train the spam filter. you can do this by doing `action: spam` in automod. not sure if there have been any more in the last few years<p>also you can tell the legacy of "removals", back in the day stories were "banned" instead of "removed" by moderators and administrators.<p>also also also... you can see a lot of the stuff from this article in the `approved_by` side of it as well. if you hover over a checkmark of someone who has been unshadowbanned, you'll see it says "approved by Reddit (shadowban removed)"<p>if an admin manually unspams someones stuff (say someone who got accidentally shadowbanned and got hit with an overzealous spam filter multiple times >.>), it'll say "approved by <username> (all)". there are some consequences to this. it approves stuff that has been "filtered" (as AutoMod filtering is a weird hack where it removes something but keeps in the modqueue).<p>> spammit<p>i believe this is the thing that is "pretty similar to a naive Bayesian classifier"[1][2] that reddit used. /u/Deimorz iirc was a reddit dev at the time and it was somewhat public info. i say somewhat because you kinda had to be both interested in the this and probably be around the metasphere<p>iirc from some other comments i pieced together there are also per-subreddit spam filters. in the olden days sometimes they'd get way out of whack and you could ask an admin to reset it for you... or something idk<p>> em<p>guessing em in this case btw refers to /u/hueypriest, who was reddit's GM at the time<p>> would’ve been catastrophic for Reddit’s spam issues<p>the thing that surprised me at the time was just how bad reddit's spam filtering is. i did a small little thing at the time where i'd just look at stuff following some basic spam filtering rules (like stuff you'd probably get out of an artisinal spamassassin ruleset) and even that deluge was amazing to see.<p>like the ML stuff is cool and all but seriously 90% of this could probably still be solved with some basic rules. the profile hiding stuff didn't help either but that was way after my time.<p>[1]: <a href="https://reddit.com/r/TheoryOfReddit/comments/10ko5h/comment/c6eakzz" rel="nofollow">https://reddit.com/r/TheoryOfReddit/comments/10ko5h/comment/...</a> (2012)<p>[2]: <a href="https://www.reddit.com/r/modnews/comments/6bj5de/state_of_spam/" rel="nofollow">https://www.reddit.com/r/modnews/comments/6bj5de/state_of_sp...</a></p>
]]></description><pubDate>Fri, 03 Jul 2026 22:57:47 +0000</pubDate><link>https://news.ycombinator.com/item?id=48781005</link><dc:creator>justcool393</dc:creator><comments>https://news.ycombinator.com/item?id=48781005</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=48781005</guid></item><item><title><![CDATA[New comment by justcool393 in "Claude Code is steganographically marking requests"]]></title><description><![CDATA[
<p>> their IP<p>it's not IP, and it's certainly not their IP<p>> the TOS<p>oh no, the terms of service how dare people break those. you don't get to claim fair use while CFAAing everyone's actual IP then whine about the tos, and then when called out on spying on users point to it as if it being in the tos somehow justifies it<p>a lot of other malware has a tos too but we still call it for what it is</p>
]]></description><pubDate>Wed, 01 Jul 2026 10:06:58 +0000</pubDate><link>https://news.ycombinator.com/item?id=48744517</link><dc:creator>justcool393</dc:creator><comments>https://news.ycombinator.com/item?id=48744517</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=48744517</guid></item><item><title><![CDATA[New comment by justcool393 in "Claude Code is steganographically marking requests"]]></title><description><![CDATA[
<p>now generally available after 15 days from the breathless "omg we're spooked" posts</p>
]]></description><pubDate>Wed, 01 Jul 2026 09:57:33 +0000</pubDate><link>https://news.ycombinator.com/item?id=48744449</link><dc:creator>justcool393</dc:creator><comments>https://news.ycombinator.com/item?id=48744449</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=48744449</guid></item><item><title><![CDATA[New comment by justcool393 in "Claude Code is steganographically marking requests"]]></title><description><![CDATA[
<p>its not copyright maximalism. people just see the obvious hypocrisy. a lot of people are also fine with <i>some</i> copyright</p>
]]></description><pubDate>Wed, 01 Jul 2026 09:54:28 +0000</pubDate><link>https://news.ycombinator.com/item?id=48744429</link><dc:creator>justcool393</dc:creator><comments>https://news.ycombinator.com/item?id=48744429</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=48744429</guid></item><item><title><![CDATA[New comment by justcool393 in "Data centers trigger voter backlash"]]></title><description><![CDATA[
<p>in a lot of cases, the leaders of the communities are not following the rules. (see the ppl talking about ndas and such)<p>in any case, this isn't like "oh we don't want to build an apartment building because it might drop the value of a single family home halfway across town."<p>it isn't even like "we want to build this train line which will have some negative externalities but the positive effects (and externalities) are worth taking a hit in some areas"<p>the problems with the datacenters are that like (1) the service its providing (LLMs) has dubious societal value, (2) the direct negative effects such as noise pollution and such have been pretty well documented, (3) the indirect negative effects like massive strain on infra and (4) the people pushing them most heavily are effectively attempting to invade the communities, peddle conspiracy theories about "china" being behind the opposition, and demand to be specially treated because they were bankrolled by big tech, etc.<p>some people when this topic come up act like anyone opposed is some nimby who hates societal progress or smth and who is super concerned about that their home estimate might go down. but like communities do recognize the need for zoning and restricting certain things being built.<p>you need the thing being built to both (a) actually be a good that helps the community (or have a very very good reason why some damage to the community is justifiable (datacenter projects generally don't) and (b) need to contain negative externalities (which is why we don't put the chemical plant next to the elementary school even if it's the most economic option). people recognize these things on some level.</p>
]]></description><pubDate>Sat, 27 Jun 2026 03:10:48 +0000</pubDate><link>https://news.ycombinator.com/item?id=48694768</link><dc:creator>justcool393</dc:creator><comments>https://news.ycombinator.com/item?id=48694768</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=48694768</guid></item><item><title><![CDATA[New comment by justcool393 in "GitHub's fake star economy"]]></title><description><![CDATA[
<p>> i.e. if the maintainer is serious enough to buy stars, is not in theory likely to spend time /money in maintaining /improving the project also ?.<p>i mean if maintainers clearly spend much more time and effort on fraud than actually improving the project, why should I at all believe they would, let alone trust their judgement with regards to other things such as technical choices for example</p>
]]></description><pubDate>Mon, 20 Apr 2026 21:46:42 +0000</pubDate><link>https://news.ycombinator.com/item?id=47841348</link><dc:creator>justcool393</dc:creator><comments>https://news.ycombinator.com/item?id=47841348</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=47841348</guid></item><item><title><![CDATA[New comment by justcool393 in "Astral to Join OpenAI"]]></title><description><![CDATA[
<p>i mean ofc but like you can self-host pypi and the "Docker Hub" model isn't like VC-expected level returns especially as ECR and GHCR and the other repos exist</p>
]]></description><pubDate>Thu, 19 Mar 2026 18:31:00 +0000</pubDate><link>https://news.ycombinator.com/item?id=47443776</link><dc:creator>justcool393</dc:creator><comments>https://news.ycombinator.com/item?id=47443776</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=47443776</guid></item><item><title><![CDATA[New comment by justcool393 in "Astral to Join OpenAI"]]></title><description><![CDATA[
<p>well no, (clean room )reimplementations of APIs have done since time immemorial. copyright applies to the work itself. if you implement the functionality of X, software copyright protects both!<p>patents protect ideas, copyright protects artistic expressions of ideas</p>
]]></description><pubDate>Thu, 19 Mar 2026 18:23:22 +0000</pubDate><link>https://news.ycombinator.com/item?id=47443677</link><dc:creator>justcool393</dc:creator><comments>https://news.ycombinator.com/item?id=47443677</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=47443677</guid></item><item><title><![CDATA[New comment by justcool393 in "Illinois Introducing Operating System Account Age Bill"]]></title><description><![CDATA[
<p>don't do harmful things is pretty easy and can apply to adults too!</p>
]]></description><pubDate>Tue, 17 Mar 2026 20:47:58 +0000</pubDate><link>https://news.ycombinator.com/item?id=47418069</link><dc:creator>justcool393</dc:creator><comments>https://news.ycombinator.com/item?id=47418069</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=47418069</guid></item><item><title><![CDATA[New comment by justcool393 in "The $100B megadeal between OpenAI and Nvidia is on ice"]]></title><description><![CDATA[
<p>it's even worse than that and i hope people recognize that it's not that he's a True Believer (though the TBs are often hilarious)<p>it's that he has no ethics to speak of at all. it's not that he's out of touch, it's that he simply does not care.</p>
]]></description><pubDate>Sat, 31 Jan 2026 08:38:50 +0000</pubDate><link>https://news.ycombinator.com/item?id=46834690</link><dc:creator>justcool393</dc:creator><comments>https://news.ycombinator.com/item?id=46834690</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=46834690</guid></item><item><title><![CDATA[New comment by justcool393 in "Meta's crawler made 11M requests to my site in 30 days"]]></title><description><![CDATA[
<p>even 100 kB dynamically generated pages should be a piece of cake. if it's CRUD like (original op's site is), it should be downright trivial to transfer that much on like... shared hosting (although even a VPS would be much better).<p>(in original op's case, i clocked 197 requests using 20.60 MB while browsing their site for a little bit. most of it is static assets and i had caching disabled so each new pageload loaded stuff like the apple touch icons.)<p>honestly you could probably put it behind nginx for the statics and just use bog standard postgres or even prolly sqlite. nice bonus in that you don't have to worry about cold start times either!</p>
]]></description><pubDate>Thu, 29 Jan 2026 15:04:20 +0000</pubDate><link>https://news.ycombinator.com/item?id=46811146</link><dc:creator>justcool393</dc:creator><comments>https://news.ycombinator.com/item?id=46811146</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=46811146</guid></item><item><title><![CDATA[New comment by justcool393 in "Pricing Changes for GitHub Actions"]]></title><description><![CDATA[
<p>why wouldn't you? these are easily compressible text files. storing even like 100x into a 400 day (at most, the default for GH is 90) box is downright cheap to do on even massive scales.<p>it's 2025, for log files and a spicy cron daemon (you pay for the artifact storage), it's practically free to do so. this isn't like the days of Western Union where paying $0.35 to send some data across the world is a good deal</p>
]]></description><pubDate>Wed, 17 Dec 2025 06:32:26 +0000</pubDate><link>https://news.ycombinator.com/item?id=46298889</link><dc:creator>justcool393</dc:creator><comments>https://news.ycombinator.com/item?id=46298889</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=46298889</guid></item><item><title><![CDATA[New comment by justcool393 in "Engineered Addictions"]]></title><description><![CDATA[
<p>yeah, i mean i guess what i'm trying to say is that the breaking point is very far up there as computers have gotten towards breakneck speeds, especially on the technology side, for the goal being achieved. it's downright difficult to hit the limits unless you're throwing effectively a DDoS at it.<p>i think the big thing though is that it's a community and so people are actually willing to support that even if it means the amount of 9s of availability is slightly fewer (although in practice, many providers bust right through their "9s" SLAs without a care in the world) and given a migration from a VM provider to the dedi occurred, migrations obviously can happen if failure presents itself.</p>
]]></description><pubDate>Sun, 29 Jun 2025 23:27:21 +0000</pubDate><link>https://news.ycombinator.com/item?id=44417572</link><dc:creator>justcool393</dc:creator><comments>https://news.ycombinator.com/item?id=44417572</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=44417572</guid></item><item><title><![CDATA[New comment by justcool393 in "Engineered Addictions"]]></title><description><![CDATA[
<p>i think that people vastly overstate the costs of this sort of thing and it's super bizarre. if you're treating this as a big official corporation™ and such and want to pay 500 devs like $200k/year or something to make work, then yeah you're gonna have problems.<p>but if you want to build a social network and aren't dreaming of being gazillionaires for it (which is quite reasonable), then you can get by very easily. how do I know this? because... well it's being done successfully. not was done successfully, <i>is</i> done successfully.<p>you can probably even get people to help out on it.<p>you can build a social network with a dedi running nginx hosting your Python application running on a Linux box backed against Postgres (and redis for session storage, although even that is a bit overkill) for like $80/month deployed with a "deploy.sh" script that you run to kick the damn thing into running (Docker is used in dev only, but could easily work here). should you probably add health checks or whatever? yeah. it still works really well.<p>this scales well past the 100k users mark.<p>what about video/images/etc? well, this nginx server happily sends out user uploaded video storing them as files on a bog standard ext4 filesystem. backups exist of the site.<p>the "stack" i mentioned here isn't fancy or particularly tightly optimized, it's in fact pessimized in a lot of ways. hell I know there were a gazillion ways we could improve performance of our application. show the backend app to a game dev and they'd probably want to start strangling people with how poorly optimized most of the actual app is.<p>and still, it scales well.<p>again, I stress that this isn't some theoretical idea, this is actively being executed. the entire venture makes money for the team from the users who willingly (and unforcibly in order to use the service, the actual site is free to use in its full form) give money. this isn't ZFS. this isn't Rust. this isn't using some blue-green deployment. this isn't spending hours toiling away at which sysctl to set to squeeze every last cycle out of each box. this isn't behind some massive CDN with "internet scale" boxen or even (for the video serving part) behind any anti-DDoS service.<p>it's just a matter of doing actual engineering and being willing to actually build the things you want to build.</p>
]]></description><pubDate>Sun, 29 Jun 2025 05:28:35 +0000</pubDate><link>https://news.ycombinator.com/item?id=44410571</link><dc:creator>justcool393</dc:creator><comments>https://news.ycombinator.com/item?id=44410571</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=44410571</guid></item><item><title><![CDATA[New comment by justcool393 in "EFF to Ninth Circuit: No Software Exception to Traditional Copyright Limits"]]></title><description><![CDATA[
<p>I would dispute that pretty heavily. They're not, and obviously have never, claimed copyright over the DLL you made or whatever, nor the entire concept of linking to Windows APIs (as an example).<p>Mostly because that's, like the GPL, currently a way to get laughed out of court.</p>
]]></description><pubDate>Sun, 17 Mar 2024 23:46:41 +0000</pubDate><link>https://news.ycombinator.com/item?id=39739088</link><dc:creator>justcool393</dc:creator><comments>https://news.ycombinator.com/item?id=39739088</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=39739088</guid></item></channel></rss>