prologic

twtxt.net

Problems are Solved by Method\" 🇦🇺👨‍💻👨‍🦯🏹♔ 🏓⚯ 👨‍👩‍👧‍👧🛥 -- James Mills (operator of twtxt.net / creator of Yarn.social 🧶)

Recent twts from prologic

I’m finding this very interesting… An evolved neural network that plays the game of tic-tac-toe and so far is a pretty decent player. Here is a visualization of it’s evolved “brain” that underwent GA (genetic algorithm) training with classification learning + self-play.

⤋ Read More

prologic@JamessMacStudio
Sun May 25 21:44:41
~/tmp/neurog
 (main) 130
$ go build ./cmd/ttt/... && ./ttt
Generation  27 | Fitness: 0.486111 | Nodes: 44  | Conns: 82

… experimenting with building and training a tic-tac-toe game, which evolves a. neural net that learn to paly the game against the best evolved champions 😅

⤋ Read More
In-reply-to » (#ru2vrta) @kat I don’t like Golang much either, but I am not a programmer. This little site, Go by example might explain a thing or two.

One of the nicest things about Go is the language itself, comparing Go to other popular languages in terms of the complexity to learn to be proficient in:

⤋ Read More
In-reply-to » (#ru2vrta) @kat I don’t like Golang much either, but I am not a programmer. This little site, Go by example might explain a thing or two.

@bender@twtxt.net Here’s a short-list:

  • Simple, minimal syntax—master the core in hours, not months.
  • CSP-style concurrency (goroutines & channels)—safe, scalable parallelism.
  • Blazing-fast compiler & single-binary deploys—zero runtime dependencies.
  • Rich stdlib & built-in tooling (gofmt, go test, modules).
  • No heavy frameworks or hidden magic—unlike Java/C++/Python overhead.

⤋ Read More
In-reply-to » Over the past few weeks I've been experimenting with and doing some deep learning and researching into neutral networks and evolutionary adaptation of them. The thing is I haven't gotten very far. I've been able to build two different approaches so far with limited results. The frustrating part is that these things are so "random" it isn't even funny. Like I can't even get a basic ANN + GA to evolve a network that solves the XOR pattern every time with high levels of accuracy. 😞

@bender@twtxt.net There is no aim. Just learning 😅 That way I can actually speak and write with authority when it comes to these LLM(s) a bit more 🤣 Or maybe I just happen to become that random weirdo genius that invents Skynet™ 😂

⤋ Read More
In-reply-to » Over the past few weeks I've been experimenting with and doing some deep learning and researching into neutral networks and evolutionary adaptation of them. The thing is I haven't gotten very far. I've been able to build two different approaches so far with limited results. The frustrating part is that these things are so "random" it isn't even funny. Like I can't even get a basic ANN + GA to evolve a network that solves the XOR pattern every time with high levels of accuracy. 😞

This is one of my attempts:

$ go build ./cmd/xor/... && ./xor
Generation  95 | Fitness: 0.999964 | Nodes: 9   | Conns: 19
Target reached!

Best network performance:
  [0 0] → got=0 exp=0 (raw=0.000) ✅
  [0 1] → got=1 exp=1 (raw=0.990) ✅
  [1 0] → got=1 exp=1 (raw=0.716) ✅
  [1 1] → got=0 exp=0 (raw=0.045) ✅
Overall accuracy: 100.0%
Wrote best.dot – render with `dot -Tpng best.dot -o best.png`

⤋ Read More

Over the past few weeks I’ve been experimenting with and doing some deep learning and researching into neutral networks and evolutionary adaptation of them. The thing is I haven’t gotten very far. I’ve been able to build two different approaches so far with limited results. The frustrating part is that these things are so “random” it isn’t even funny. Like I can’t even get a basic ANN + GA to evolve a network that solves the XOR pattern every time with high levels of accuracy. 😞

⤋ Read More
In-reply-to » I'm sending out my first newsletter later today. Sign up at https://darch.dk/newsletter if you want it fresh of the press 💌

My vision with this newsletter is to have a slower medium for communicating about my art as well as ideas and projects I’m working on regarding how we can use digital technology to our own benefits instead of being exploited by big tech.

Twtxt not sloe enough for you? 🤣

⤋ Read More
In-reply-to » (#wckfxrq) @thecanine @movq So I actually agree with you! I think Dustin is taking a bit of a "deep and dark" path here (depression), and there are many parallels to other types of activities that we can all talk to. "AI" or "LLM"(s) here should be no different. Use them, Don't use them. I don't really see how it takes away our creativity or critical thinking.

@thecanine@twtxt.net I think I know what you mean now.

⤋ Read More
In-reply-to » (#wckfxrq) @thecanine @movq So I actually agree with you! I think Dustin is taking a bit of a "deep and dark" path here (depression), and there are many parallels to other types of activities that we can all talk to. "AI" or "LLM"(s) here should be no different. Use them, Don't use them. I don't really see how it takes away our creativity or critical thinking.

@thecanine@twtxt.net I admit I’m a little unclear of your position. What do you mean by “not the right approach”? What’s your position here? 🤔 – I have a funny feeling we actually algin, just getting our wires all mixed up in communicating it 🤣

⤋ Read More

Hey y’all 👋 I am told my “participation” is drastically down of ,ate So sorry 😞 Busy quite a busy few weeks at work with a reorg and lots of complex things happening in real live too 😅 – Hope everything is doing well 🤗

⤋ Read More
In-reply-to » (#wckfxrq) @thecanine @movq So I actually agree with you! I think Dustin is taking a bit of a "deep and dark" path here (depression), and there are many parallels to other types of activities that we can all talk to. "AI" or "LLM"(s) here should be no different. Use them, Don't use them. I don't really see how it takes away our creativity or critical thinking.

@bender@twtxt.net Haha well said 🤣

⤋ Read More
In-reply-to » (#wckfxrq) @thecanine @movq So I actually agree with you! I think Dustin is taking a bit of a "deep and dark" path here (depression), and there are many parallels to other types of activities that we can all talk to. "AI" or "LLM"(s) here should be no different. Use them, Don't use them. I don't really see how it takes away our creativity or critical thinking.

The only true way to write is full of typos, spelling mistakes and gramatical errors right? 😅

⤋ Read More
In-reply-to » Wanna read something very scary?

@thecanine@twtxt.net @movq@www.uninformativ.de So I actually agree with you! I think Dustin is taking a bit of a “deep and dark” path here (depression), and there are many parallels to other types of activities that we can all talk to. “AI” or “LLM”(s) here should be no different. Use them, Don’t use them. I don’t really see how it takes away our creativity or critical thinking.

⤋ Read More
In-reply-to » (#2s6kqsa) @lyse what is the advantage for keeping it small? Will tt/tt2 bog down if your feed isn't rotated?

@bender@twtxt.net basically because we don’t readily use or support range hunters when requesting feeds it’s ideal to keep feed small for the time being at least until we think about writing up a formal specification for this, but it’s also only for Http hosted feeds

⤋ Read More
In-reply-to » (#ychqfuq) @bender Basically the way I'm reading this is 1 RPM. This is a rather aggressive rate limit actually. This basically makes Github inaccessible and useless for basically anything unless you're logged in. You can basically kiss "pursuing" casually, anonymously goodbye.

@bender@twtxt.net I normally don’t myself either, but that saide, I think that’s kind of @movq@www.uninformativ.de’s point right? This new unauthenticated rate limit is absurd! 😱 You may as well just fucking 403 Forbidden and be done with it 🤣

⤋ Read More
In-reply-to » RIP GitHub https://github.blog/changelog/2025-05-08-updated-rate-limits-for-unauthenticated-requests/

@bender@twtxt.net Basically the way I’m reading this is 1 RPM. This is a rather aggressive rate limit actually. This basically makes Github inaccessible and useless for basically anything unless you’re logged in. You can basically kiss “pursuing” casually, anonymously goodbye.

Imagine if I imposed that kind of rate limit on twtxt.net?! 🤣

⤋ Read More
In-reply-to » I'm thinking of bringing back filters (this time not as a feature flag, just baked in): New filters: Hide Feed, Hide Bots, Hide News, Media Only, No Replies, Local Only — toggle to trim noise & surface the Twts you care about.

I’m also thinking of adding eye-off icon next to every Twt that, when clicked, hides that feed (tooltip: “Hide this feed”). This would work with the filters as a “temporary additive filter” to restrict/control the current view.

⤋ Read More

I’m thinking of bringing back filters (this time not as a feature flag, just baked in): New filters: Hide Feed, Hide Bots, Hide News, Media Only, No Replies, Local Only — toggle to trim noise & surface the Twts you care about.

⤋ Read More
In-reply-to » last night my timeline randomly reset to only show my own recent twts and i restarted my instance a few times and pulled from main and shit and it didn't change but it seems fine now lol?!

@kat@yarn.girlonthemoon.xyz It’s also perfectly safe to nuke your cache as well. i.e: rm data/cache* and it’s all good, things will just get rebuilt 👌

⤋ Read More
In-reply-to » i got so emo about my site not being statically generated and instead hand coded but it's like i don't even know if i want that because i feel most SSGs are built for blogging and continuous posting and i don't want that i just want to make my silly pages....

@kat@yarn.girlonthemoon.xyz I totally recommend zs 🤣 It powers all my sites! 😅 https://twtxt.dev https://yarn.socia/ https://prologic.dev etc 😎

⤋ Read More
In-reply-to » last night my timeline randomly reset to only show my own recent twts and i restarted my instance a few times and pulled from main and shit and it didn't change but it seems fine now lol?!

@kat@yarn.girlonthemoon.xyz Hmmm Please if this happens again, help me reproduce it. Any clues in the logs? Hmm? 🧐 My own pod has been running flawlessly for weeks now 😅

⤋ Read More
In-reply-to » "Forgive me for the harm I have caused this world. None may atone for my actions but me and only in me shall their stain live on. I am thankful to have been caught, my fall cut short by those with wizened hands. All I can be is sorry, and that is all I am."

Hmmm Star Wars Andor I think it was 🤔

⤋ Read More
In-reply-to » "Forgive me for the harm I have caused this world. None may atone for my actions but me and only in me shall their stain live on. I am thankful to have been caught, my fall cut short by those with wizened hands. All I can be is sorry, and that is all I am."

@bender@twtxt.net Ahh I see. That reminds me, I was going to start watching something someone recommended here hmmm 🧐

⤋ Read More
In-reply-to » "Forgive me for the harm I have caused this world. None may atone for my actions but me and only in me shall their stain live on. I am thankful to have been caught, my fall cut short by those with wizened hands. All I can be is sorry, and that is all I am."

@bender@twtxt.net Huh? 🤔

⤋ Read More

According to a very old email one of my more personal family domains was registered in 2013 making it 12 years old, so I was closed 🤣 my public facing one is much much older 🤣

⤋ Read More
In-reply-to » (#5qkg37q) One thing about my design here is that it would no longer incorporate "regex"-based rules like OWASP, mostly because my experience thus far has taught me that these rules are kind of overly sensitive, produce false positives and I'm not sure they are really very effective. For example, why is the point of performing SQL injection detection at the Edge using a WAF if you already handle SQL properly in the first place? (seriously does anyone still construct SQL queries by hand with effectively printf?!)

@lyse@lyse.isobeef.org I agree with this sentiment 🙌

⤋ Read More
In-reply-to » Also spent the morning continuing to think about a new design for EdgeGuard's WAF. I'm basically going to build an entirely new pluggable WAF that will be designed to only consider Rate Limiting, IP/ASN-based filtering, JavaScript challenge handling, Basic behavioral analysis and Anomaly detection.

And yes I’m taking some inspiration from Anubis here 😅

⤋ Read More
In-reply-to » Also spent the morning continuing to think about a new design for EdgeGuard's WAF. I'm basically going to build an entirely new pluggable WAF that will be designed to only consider Rate Limiting, IP/ASN-based filtering, JavaScript challenge handling, Basic behavioral analysis and Anomaly detection.

One thing about my design here is that it would no longer incorporate “regex”-based rules like OWASP, mostly because my experience thus far has taught me that these rules are kind of overly sensitive, produce false positives and I’m not sure they are really very effective. For example, why is the point of performing SQL injection detection at the Edge using a WAF if you already handle SQL properly in the first place? (seriously does anyone still construct SQL queries by hand with effectively printf?!)

⤋ Read More

Also spent the morning continuing to think about a new design for EdgeGuard’s WAF. I’m basically going to build an entirely new pluggable WAF that will be designed to only consider Rate Limiting, IP/ASN-based filtering, JavaScript challenge handling, Basic behavioral analysis and Anomaly detection.

The only part of this design I’m not 100% sure about is the Javascript-based challenge handling? 🤔 I’m also considering making this into a “proof of work” requirement too, but I also don’t want to falsely block folks that a) turn Javascript™ off or b) Use a browser like links, elinks or lynx for example.

Hmmm 🧐

⤋ Read More
In-reply-to » i started a little thing on my dreamwidth and called it a flash prompt box. basically it's a limited time thing where people can prompt me for stuff i'm offering, like short fanfiction, photoshop-edited user icons, music recs, and a bit more! i'm having sooo much fun with it so far it's been a blast just making stuff for friends :)

@kat@yarn.girlonthemoon.xyz Ahh I see ! 😅

⤋ Read More
In-reply-to » i started a little thing on my dreamwidth and called it a flash prompt box. basically it's a limited time thing where people can prompt me for stuff i'm offering, like short fanfiction, photoshop-edited user icons, music recs, and a bit more! i'm having sooo much fun with it so far it's been a blast just making stuff for friends :)

Love all the funky colors though 😎

⤋ Read More
In-reply-to » i started a little thing on my dreamwidth and called it a flash prompt box. basically it's a limited time thing where people can prompt me for stuff i'm offering, like short fanfiction, photoshop-edited user icons, music recs, and a bit more! i'm having sooo much fun with it so far it's been a blast just making stuff for friends :)

@kat@yarn.girlonthemoon.xyz You’ll have to forgive me 🙏 My vision impairment is getting in the way of seeing this “prompt box” thingy 🤣

⤋ Read More
In-reply-to » i started a little thing on my dreamwidth and called it a flash prompt box. basically it's a limited time thing where people can prompt me for stuff i'm offering, like short fanfiction, photoshop-edited user icons, music recs, and a bit more! i'm having sooo much fun with it so far it's been a blast just making stuff for friends :)

@kat@yarn.girlonthemoon.xyz This sounds cool! 😎 Can you show me? 🤔

⤋ Read More
In-reply-to » grafana is confusing af i deployed it again for my job (that is so wild to say...) and i'm like HOW DO THESE ALERTS WORK

Move beyond basic threshold alerts! Define clear Service Level Objectives (SLOs) and measure Service Level Indicators (SLIs) to track real user impact. Use Prometheus to alert when your SLOs are at risk, ensuring you focus on what truly matters to your users. #Monitoring #SRE #Prometheus

⤋ Read More
In-reply-to » (#22qxisq) @andros Thanks for consolidating a lot of good ideas. Especially how you have deiced to just extend the mention syntax for location-based treads. This might even be backward compatible with older (pre-yarn) clients. What about using Z for UTC +00:00- is that allowed in your specs? Regarding url = I would suggest to only allow one and the maybe add url_old = or url_alt = !? I'm still not a fan of a DM feature, even thou it helps that i have now been split out into a separate feed file. Instead if would suggest a contact = field for where people can put an email or other id/link for an established chat protocol like signal or matrix.

@bender@twtxt.net I think this would be a good idea as @movq@www.uninformativ.de and @andros@twtxt.andros.dev have done ✅ I may even join the experiments if I have any spare time to hack a custom yrand branch and run it up on say something like a yarnexp.mills.io or something 🤔

⤋ Read More
In-reply-to » (#yvpi2xa) @bender My point was that the suggested syntax for extending mentions to point to a specific message (@<nick url timestamp>) and having location based treading this way, might not break older clients, since they might just igonore the last value within the brackets.

@sorenpeter@darch.dk Unfortunately it does break all clients, because the original spec stated:

Mentions are embedded within the text in either @ or @ format

⤋ Read More