+0.02 Writing my own text editor, and daily-driving it (blog.jsbarretto.com S:+0.13 )
229 points by todsacerdoti 4 days ago | 114 comments on HN | Neutral Moderate agreement (3 models) Editorial · v3.7 · 2026-03-15 22:04:34 0
Summary Free Expression & Knowledge Sharing Advocates
This technical blog post describes the author's 2-year journey building and daily-driving a custom text editor, featuring detailed discussion of design decisions and implementation optimizations. The content strongly advocates for free expression through unfiltered technical discourse and knowledge sharing (Article 19, 26, 27), enabled by a freely accessible blog platform with multiple channels for engagement and community participation. While the primary focus is software engineering rather than human rights, the structural and editorial treatment demonstrates commitment to intellectual freedom, creative achievement, and universal access to technical knowledge.
Rights Tensions 1 pair
Art 19 Art 26 The content prioritizes the author's freedom to express technical knowledge without constraint (Article 19) while implicitly assuming reader capacity to understand specialized domain knowledge (Article 26), creating potential tension between unfiltered expression and equitable educational accessibility for non-specialists.
Article Heatmap
Preamble: 0.00 — Preamble P Article 1: 0.00 — Freedom, Equality, Brotherhood 1 Article 2: +0.21 — Non-Discrimination 2 Article 3: 0.00 — Life, Liberty, Security 3 Article 4: 0.00 — No Slavery 4 Article 5: 0.00 — No Torture 5 Article 6: 0.00 — Legal Personhood 6 Article 7: 0.00 — Equality Before Law 7 Article 8: 0.00 — Right to Remedy 8 Article 9: 0.00 — No Arbitrary Detention 9 Article 10: 0.00 — Fair Hearing 10 Article 11: 0.00 — Presumption of Innocence 11 Article 12: +0.06 — Privacy 12 Article 13: +0.04 — Freedom of Movement 13 Article 14: 0.00 — Asylum 14 Article 15: 0.00 — Nationality 15 Article 16: 0.00 — Marriage & Family 16 Article 17: +0.04 — Property 17 Article 18: 0.00 — Freedom of Thought 18 Article 19: +0.51 — Freedom of Expression 19 Article 20: +0.06 — Assembly & Association 20 Article 21: 0.00 — Political Participation 21 Article 22: 0.00 — Social Security 22 Article 23: +0.04 — Work & Equal Pay 23 Article 24: 0.00 — Rest & Leisure 24 Article 25: +0.19 — Standard of Living 25 Article 26: +0.18 — Education 26 Article 27: +0.28 — Cultural Participation 27 Article 28: 0.00 — Social & International Order 28 Article 29: 0.00 — Duties to Community 29 Article 30: 0.00 — No Destruction of Rights 30
Negative Neutral Positive No Data
Aggregates
E
+0.02
S
+0.13
Weighted Mean +0.07 Unweighted Mean +0.05
Max +0.51 Article 19 Min 0.00 Preamble
Signal 31 No Data 0
Volatility 0.11 (Medium)
Negative 0 Channels E: 0.6 S: 0.4
SETL -0.05 Structural-dominant
FW Ratio 52% 37 facts · 34 inferences
Agreement Moderate 3 models · spread ±0.075
Evidence 24% coverage
3M 28L
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.07 (3 articles) Security: 0.00 (3 articles) Legal: 0.00 (6 articles) Privacy & Movement: 0.03 (4 articles) Personal: 0.01 (3 articles) Expression: 0.19 (3 articles) Economic & Social: 0.06 (4 articles) Cultural: 0.23 (2 articles) Order & Duties: 0.00 (3 articles)
HN Discussion 20 top-level · 30 replies
codazoda 2026-03-11 03:42 UTC link
I use my own text editor too. Nobody else seems to get value from it. I’m still surprised by the value we get from home grown solutions.
willrshansen 2026-03-11 04:17 UTC link
This feels like two steps up from a highly customized vim config. But I want one step up.

I want to be able to piece together an editor from modular task specific executables. Different programs for file searching, input mapping, buffer modification and display, etc. Probably similar to how LSPs are already separated from most editors.

One step less hardcore than writing a whole editor.

Anyone know of any existing projects along these lines?

abktowa 2026-03-11 04:53 UTC link
Should make my own text editor. Would make for an interesting project at least.
mudkipdev 2026-03-11 04:57 UTC link
I would recommend using the ropey crate for easy performance gains. A string buffer is quick to implement but you will hit a wall as soon as you need to edit large files.
whynotmaybe 2026-03-11 05:08 UTC link
Fond memory of when I wrote an editor in the 90's because we didn't want to use "ms edit" for COBOL and asm files.

Syntax coloring, fast buffering and even a screen saver.

You could even call the compiler directly from it.

All this running on a pentium 120 and it felt a thousands times faster than today's vscode.

But vscode can edit multiple files at the same time...

mllev15 2026-03-11 05:09 UTC link
Josh Barretto is the genius behind the Super Mario 64 GBA port. I would gladly use his editor.
bananaboy 2026-03-11 05:58 UTC link
I love this! The line “resist the urge to push the difficult bits off to a box of statistics” particularly resonated with me!
osmsucks 2026-03-11 08:44 UTC link
I, too, mourn the death of Howl. It was a quirky yet surprisingly "comfortable" editor.

But I am now at home with Helix and Flow Control.

greatgib 2026-03-11 09:18 UTC link
One of the best kept secret and one that he should have tried is "Kate".

Good old style editor that is a native app, not an electron app. All the features that you might want and more, but simple and efficient.

And the most important for me, super snappy. I can't bear the latency that you get for typing code when using things like vscode. I don't know how people can appreciate that.

piker 2026-03-11 09:31 UTC link
> Cursor manipulation is difficult! When you’re using a text input widget, much of the behaviour you expect as table-stakes isn’t something you’re even conscious of. Exactly what happens when you hold a keybinding like ctrl + shift + left is probably muscle memory but the logic required to getting it all playing together nicely is not fun to write.

This is so true. And there are a lot of other cases where we just expect the OS or library to do it for us. Instead, we have to reimplement the wheel. Of course if understanding the wheel is part of the goal, then that works, but if you’re venture-backed good luck justifying the use of time to your investors. This is why Electron’s gravity is so strong.

kleiba 2026-03-11 09:53 UTC link
There's a reason Emacs and vi have been around for decades. They're good.
keyle 2026-03-11 10:23 UTC link
dizhn 2026-03-11 11:50 UTC link
It's so fascinating how different things people look for in such a simple thing as a text editor. A file browser? Terminal?
catapart 2026-03-11 13:07 UTC link
Any chance people in this thread have some recommendations for text-editing libraries? I would love to build my own text editor, to do some things in my own way that no one else seems to have an interest in doing, but one of the big things for me is that it must be a GUI. I won't bore people with the reasons, but that requirement forces me to bring along a lot of stuff, like a font renderer (at least one) and a graphics context.

To do all of that and write a text editing library at the same time is a little more than my nights and weekends can handle. If I start on just the text editor, it'll only work in a terminal console, so I won't actually use it for my own projects. If I start on just the GUI, I won't actually use it because it won't actually work. So, even if I'm going to replace the text editing library at the heart of the project with custom code, eventually, it's pretty much a non-starter if I don't have something to use to get started.

To be honest, I'm kind of surprised to have so much trouble finding a solution here. Everything I find is either a self-contained text editor, or a full-on "mission statement" GUI (development can be easier/better by using our editor's features). I've had a very hard time finding something that is just an API that I can feed input and have it return me reasonable state updates about the text content. CRDTs or whatever.

I'm assuming people just figure you're either going to write a toy text editor, in which case simple text editing will work, or you're going to write a full-blown showcase product, in which case your advanced structural design with performance-focused editing, language servers, multi-cursor support, etc, will be your selling point and functional focus. But that seems to leave this surprising hole where a developer who wanted to "rebuild windows' Notepad app, except that it can handle text files with massive lines without slowing way down" would have to actually implement the advanced text editing line management rather than just use a library for this well-solved problem.

ivanjermakov 2026-03-11 13:56 UTC link
I went the same path of writing a text editor from scratch. There are a lot of moving parts, so I tried to outsource as much features as possible - LSP for intellisense, tree-sitter for highlighting and syntax-aware features, fzf for search and file handling, etc. I also tried to design it so that it can be tweaked to one's needs with simple code changes, suckless-style.

It was indeed a pain using it for the first few weeks, where every 5 minutes I found some bug and had to go back and fix it, instead of steadily working on some other project. Good news is more bugs you fix, less bugs is left.

https://github.com/ivanjermakov/hat

entaloneralie 2026-03-11 14:50 UTC link
This was so nice to read, I've been trying to encourage my friends to write their own editors, there's something really nice about the process of working within your own tool. I've used my own text editor(it's call Left) for nearly 10 years, it took time to get it just right, but I iterated over the years(using Left to edit Left) but that time I spent putting it together is paid back 20x by the joy it gives me opening it and working in it in the morning.

I'd do it all over again if I had to.

busterarm 2026-03-11 16:29 UTC link
As someone who deals with remote servers all day, vi(m) is a must.
gorjusborg 2026-03-11 16:50 UTC link
I laughed out loud when the author wrote 'it replaced nano'.

So you are claiming to have tried dozens of editors, discarded them, only to land on nano as your daily driver?

If that's true, this person must be a character.

jonjacky 2026-03-11 17:19 UTC link
"There is an old saying: Once in your life you should build a house, plant a tree, and write an editor. I decided to start with the last one. ..."

from Vip - Vi-Style Editor in PicoLisp https://picolisp.com/wiki/?vip

mdonahoe 2026-03-11 19:08 UTC link
I had fun re-implementing antirez's "kilo" editor

https://github.com/antirez/kilo

There's a nice tutorial for it

https://viewsourcecode.org/snaptoken/kilo/

Great way to learn more about terminal modes and write some raw C

willrshansen 2026-03-11 04:11 UTC link
Didn't even link it. :(
kalterdev 2026-03-11 04:33 UTC link
Acme [1]

It steps back from the “customize everything” mantra, believing that approach leaves users with an underdeveloped essential system. But it still has two major APIs: one for window manipulation [2], the other for text-based integration with the surrounding system via plumber [3].

All textual CLI tools (that is, those without pseudographics) work by default and are the heart of its style.

I use Acme for everything except web browsing (although most links are still managed by Acme).

[1]: http://youtu.be/dP1xVpMPn8M

[2]: http://9p.io/magic/man2html/4/acme

[3]: http://9p.io/sys/doc/plumb.html

altilunium 2026-03-11 04:55 UTC link
I use my own text editor too.

Sometimes I get surprise questions from my friends whenever they see my screen. “What’s that?” “That’s my own text editor!”

mizmar 2026-03-11 06:22 UTC link
It's not that bad. You need really large files to notice. The largest realistic file I'll ever touch - sqlite3 amalgamation with 270k lines and 9.1 kB - still takes only 6 ms to memmove it on my poor laptop. Any regular up-to 10k lines file is memmoved in order of microseconds.
fragmede 2026-03-11 06:54 UTC link
Firing up VSCode on an old laptop, and having it get totally bogged down running a text editor killed a part of my soul. I'm from the vim era of computing, but I have a hard time telling people that's the route to go today with today's tools.
fjfaase 2026-03-11 08:33 UTC link
I use my own editor too. I modified an existing editor to my own needs. But I do use VSC as well for multi file projects. My editor can load images as well and has a scripting language to manipulate images. I primarily use it to edit my website, which is a static website in bare HTML. It also has some 'browser' functions in the sense that F5 opens a link including jumping to an anker if there is one in the link. It does have colour coding for HTML that also checks for matching tags.
marckerbiquet 2026-03-11 09:07 UTC link
I use my own text editor too, written using my own programming language. Fortunately Operating Systems suit my needs and I won't have to write my own OS ;-)
hresvelgr 2026-03-11 09:48 UTC link
I'm quite partial to Zed. Very snappy, and you can turn off all the AI features globally if you like.
nurettin 2026-03-11 10:37 UTC link
> But vscode can edit multiple files at the same time

borland turbo pascal and turbo c could also open multiple files at the same time.

roelschroeven 2026-03-11 10:59 UTC link
I know this is just one data point, but I don't notice any latency when typing code in VS Code. It takes a while to start up, and that is annoying especially for quick short editing jobs, but other than that I never notice any sluggishness. Is this something many people experience?
zesterer 2026-03-11 11:25 UTC link
That is certainly true! If your target is end users, use the off the shelf solution that has been inspected by many eyeballs. The best part of building tools for yourself or a small community of people is that you only need to cover the relatively tiny subset of functionality that you actually use.
zesterer 2026-03-11 11:27 UTC link
Unmentioned in the post, but I have since switched to a third-party rope library (crop, not ropey). At some point I'd like to implement one myself, but for now this does the job.
jakkos 2026-03-11 11:48 UTC link
Every piece of KDE software I've tried has been buggy to the point that it's now a red flag to me: Spectacle (silently failed to copy/paste), krunner (refused to close), SDDM (refused to login), Dolphin (ffmpegthumbnailer loops lagged out whole system, SMB bugs), System Monitor (wrong information), KWallet (signal fails to open, data loss)
dizhn 2026-03-11 11:53 UTC link
I used Kate a note taking app synced with syncthing for a while. Using only md files. I had another md based app on Android that worked similarly.

Kate has a decent file browser for hierarchy and it'll stay in place and not return to a weird default path when you close it. And as you said, very fast to open and use.

For one off Notepad like things I like Mousepad especially because it has the Notepad++ feature of being able to save a session without asking you whether it should. Featherpad is also nice for this kind of use.

embedding-shape 2026-03-11 12:02 UTC link
Indeed, all I need is something that connect to a running background repl so I can evaluate code, everything else basically bells and whistles. Others seem to run entire OSes as their editor.

I'm glad we have so many options, and it seems like each year we have even more options :)

topaz0 2026-03-11 12:13 UTC link
You can already do this in vim. Pretty easy to shell out to whatever command you want and use the result for various purposes.
nickjj 2026-03-11 13:05 UTC link
Yes, I remember writing a VB6 driven editor. I was so happy when I got find and replace to work.

I still have the marketing page copy from 2002:

    <UL>
      <LI>Unlimited fully customizable template files</LI>
      <LI>Fully customizable syntax highlighting</LI>
      <LI>Very customizable user interface</LI>
      <LI>Color coded printing (optional)</LI>
      <LI>Column selection abilities</LI>
      <LI>Find / Replace by regular expressions</LI>
      <LI>Block indent / outdent</LI>
      <LI>Convert normal text to Ascii, Hex, and Binary</LI>
      <LI>Repeat a string n amount of times</LI>
      <LI>Windows Explorer-like file view (docked window)</LI>
      <LI>Unlimited file history</LI>
      <LI>Favorite groups and files</LI>
      <LI>Unlimited private clipboard for each open document</LI>
      <LI>Associate file types to be opened with this editor</LI>
      <LI>Split the view of a document up to 4 ways</LI>
      <LI>Code Complete (ie. IntelliSense)</LI>
      <LI>Windows XP theme support</LI>
    </UL>
Back then we used uppercase HTML tags.
kryptiskt 2026-03-11 13:23 UTC link
Several of the lean GUI text editors are built on Scintilla (https://scintilla.org/), which provides a cross-platform editing component that can be integrated in GTK, Windows or Mac GUI apps. Maybe that has too much bells and whistles for you, since it's both about editing and presentation.
sira04 2026-03-11 13:29 UTC link
Love his SM64 videos. Link to the latest one for anyone who's curious: https://www.youtube.com/watch?v=nS5rj80L-pk
mghackerlady 2026-03-11 13:53 UTC link
there's a reason Unix like systems usually ship with 3 or so
zesterer 2026-03-11 13:55 UTC link
A thing that shocked me as I was working on the text editor was how capable modern terminal emulators are when you account for ANSI extensions. First-class clipboard access, mouse events, precise text styling, focus tracking, system notifications, key press/release events, etc. are all possible with a modern terminal emulator. There's not really anything else you need to build a very competent, ergonomic editor UI.

You can even use tools like trolley to wrap the entire application up in a ghostty-powered shim that presents the application as a native UI application: https://github.com/weedonandscott/trolley

ivanjermakov 2026-03-11 14:03 UTC link
It's hard to give you a recommendation without knowing the platform details, but if GUI rendering is not the goal, something like raylib might be a great choice to have a cross-platform GUI API, including text rendering.

https://www.raylib.com/

ivanjermakov 2026-03-11 14:07 UTC link
Maybe not good, but tenacious. Once you have a muscle memory, it's rarely worth the effort to switch.
zesterer 2026-03-11 14:17 UTC link
Nice work! And yes, that gradual acceleration of productivity where your fixes and tweaks from the past compound on your ability to get things done in the future is a great feeling.
pklausler 2026-03-11 15:33 UTC link
I'm 19 years into using my own ("aoeui"), and it's one of the best things I ever did for my own productivity.
vasvir 2026-03-11 15:58 UTC link
I agree about Kate.

In addition while kate has many plugins, like the one that allows running arbitrary command line utilities with std input the current selection, I would like to point you at something else in case you write / debug SQLs.

Kate has a SQL plugin that allows to send the current selection to the connected SQL server for execution. It displays the output in table form below the editor pane and you can copy paste rows or columns.

That allows to organize your SQLs in markdown files. That was such a productivity booster for me that simply there are no words to describe the difference felt.

mizmar 2026-03-11 16:57 UTC link
I would mention stb_textedit.h, but I would not recommend it. It was an interesting thing to study. but the library has many shortcomings and is pain to integrate and use. It is used in ImGui, but somewhat modified. Just to illustrate the flaws - it can't be used with utf-8 bytes easily, there is a large switch on keyboard shortcuts to trigger actions so you have to fake keyboard input to script things, the default word boundary detection is pretty bad, and there is no way to nicely provide double or triple click selection.

The two notable functions are stb_text_locate_coord() and stb_textedit_find_charpos(), which connect the physical x,y coordinates with position in text buffer. They both iterate lines of text - accumulating y position; and the chars of last line - accumulating x position.

For windowing, drawing and OS integration, SDL with SDL_ttf is actually pretty good. SDL3_ttf API got an improvement and no longer requires zero-terminated strings so you don't need to relocate every chunk.

chambored 2026-03-11 16:59 UTC link
What were the features that were most important to you in your text editor? Did you try to build it for multiple types of workflows?
gammalost 2026-03-11 17:23 UTC link
No, the author used Howl for their normal work and Nano occasionally. I would guess when working in the terminal
marssaxman 2026-03-11 23:31 UTC link
Indeed - I've been using my personal editor for over a decade now. It's a good and comfortable feeling to spend your work day in a tool which fits you perfectly.
Editorial Channel
What the content says
+0.30
Article 19 Freedom of Expression
Medium Advocacy Framing
Editorial
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SETL
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Content demonstrates freedom of expression through detailed, unfiltered technical discussion. Author shares detailed technical knowledge, design decisions, and personal reflections without apparent constraint. Writing conveys authentic voice and independent judgment.

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Article 26 Education
Medium Advocacy Practice
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SETL
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Content demonstrates education and development value through detailed technical exposition, design rationale, and explanation of complex concepts (regex optimization, terminal emulation, etc.). Post is structured to enable learning and understanding; author explicitly shares knowledge without gatekeeping.

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Article 27 Cultural Participation
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Content celebrates creative achievement and shared participation in technical culture. Author explicitly values design choices, creative problem-solving, and intellectual contribution ('ineffable quality', detailed design rationale). The work itself is presented as creative expression.

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Preamble Preamble
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Content does not directly engage with the Preamble's framing of universal, inherent human dignity or the equality of all members of the human family.

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Article 1 Freedom, Equality, Brotherhood
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No editorial engagement with freedom, equality, or dignity in abstract or specific terms.

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Article 2 Non-Discrimination
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Content does not address discrimination, race, color, sex, language, religion, political or other opinion, national or social origin, property, birth, or status.

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Article 8 Right to Remedy
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Article 9 No Arbitrary Detention
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No engagement with fair and public hearing, impartial tribunal, or due process.

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Article 11 Presumption of Innocence
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No engagement with presumption of innocence or criminal liability.

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Article 12 Privacy
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No editorial engagement with privacy, family, home, or correspondence.

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Article 13 Freedom of Movement
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No editorial engagement with freedom of movement or choice of residence.

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Article 14 Asylum
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No engagement with right to seek asylum or asylum from persecution.

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Article 15 Nationality
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No engagement with nationality or deprivation thereof.

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Article 16 Marriage & Family
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No engagement with marriage, family rights, or protection of family.

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Article 17 Property
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No editorial engagement with property rights or arbitrary deprivation thereof.

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Article 18 Freedom of Thought
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No direct engagement with freedom of thought, conscience, or religion.

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Article 20 Assembly & Association
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No explicit engagement with freedom of peaceful assembly or association.

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Article 21 Political Participation
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No engagement with political participation, voting, or public affairs.

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Article 22 Social Security
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No engagement with social security, labor rights, or economic, social, and cultural rights.

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Article 23 Work & Equal Pay
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No explicit engagement with right to work or labor rights.

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Article 24 Rest & Leisure
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No engagement with rest, leisure, or reasonable limitation of working hours.

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Article 25 Standard of Living
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No explicit engagement with standard of living, health, or social services.

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Article 28 Social & International Order
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No engagement with social and international order for realization of rights.

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Article 29 Duties to Community
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No engagement with duties to community or limitations on rights.

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Article 30 No Destruction of Rights
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No engagement with prevention of destruction of rights or abuse thereof.

Structural Channel
What the site does
Element Modifier Affects Note
Legal & Terms
Privacy
No privacy policy accessible on-page; structural assessment not possible.
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No terms of service accessible on-page; structural assessment not possible.
Identity & Mission
Mission
No explicit mission statement detected on-page.
Editorial Code
No editorial policy or code of conduct accessible on-page.
Ownership
Author identified as J.S. Barretto via domain and byline; no ownership/organizational context provided.
Access & Distribution
Access Model +0.10
Article 19 Article 27
Blog content appears freely accessible without paywall or subscription requirement. Source code for editor not linked on-page but author maintains public GitHub presence (linked in footer).
Ad/Tracking
No advertising or tracking scripts evident in provided CSS/HTML; structural assessment not possible without full domain inspection.
Accessibility +0.15
Article 2 Article 19 Article 25
CSS respects prefers-color-scheme media query (dark/light mode support), semantic HTML structure supports screen readers, responsive design adapts to portrait mode. No ARIA labels or alt text attributes visible in provided content.
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Article 19 Freedom of Expression
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Blog platform enables free publication and dissemination of content. No paywall, registration, or censorship mechanisms evident. Public links to GitHub, Mastodon, YouTube, and email provide multiple channels for expression and audience engagement.

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Article 2 Non-Discrimination
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Domain-level accessibility feature (color scheme preference) demonstrates minimal structural accommodation for users with visual preferences; insufficient to score positively.

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Article 12 Privacy
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Domain-level accessibility and open-source ethos (linked GitHub presence) suggest baseline respect for user data autonomy, though no explicit privacy protection documented on-page.

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Article 20 Assembly & Association
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Author's public social media presence (Mastodon, GitHub) supports formation of communities; RSS feed enables collective engagement with shared content.

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Article 26 Education
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Blog format and free accessibility enable knowledge dissemination. RSS feed supports continued learning engagement. Links to referenced resources (chumsky crate, CPS optimization techniques, work-stealing algorithms) facilitate further education.

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Article 27 Cultural Participation
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Open-source publication on GitHub enables shared participation in creative technical work. Mastodon and YouTube links support diverse forms of creative engagement and community participation. Blog format itself is a creative medium.

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Article 13 Freedom of Movement
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Editor's remote SSH capability (mentioned in content) supports user mobility and freedom to work from different physical locations.

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Article 17 Property
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Author retains intellectual property rights to the editor and explicitly maintains public GitHub repository, signaling structural respect for author's creative property.

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Article 23 Work & Equal Pay
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Structural
+0.10
Context Modifier
0.00
SETL
-0.10

Author's work on personal editor project and decision to 'daily-drive' it reflects structural autonomy in choosing work; no coercion or exploitation evident in described relationship to own creative labor.

+0.10
Article 25 Standard of Living
Low Practice
Structural
+0.10
Context Modifier
+0.15
SETL
-0.10

Free, open-source availability of editor tool (via GitHub) structurally supports universal access to technology and productivity resources, potentially supporting adequate standard of living in context of digital work.

ND
Preamble Preamble
Low

No structural signal regarding the foundational premises of human rights.

ND
Article 1 Freedom, Equality, Brotherhood
Low

No structural signal regarding equality or dignity.

ND
Article 3 Life, Liberty, Security
Low

No structural signal.

ND
Article 4 No Slavery
Low

No structural signal.

ND
Article 5 No Torture
Low

No structural signal.

ND
Article 6 Legal Personhood
Low

No structural signal.

ND
Article 7 Equality Before Law
Low

No structural signal.

ND
Article 8 Right to Remedy
Low

No structural signal.

ND
Article 9 No Arbitrary Detention
Low

No structural signal.

ND
Article 10 Fair Hearing
Low

No structural signal.

ND
Article 11 Presumption of Innocence
Low

No structural signal.

ND
Article 14 Asylum
Low

No structural signal.

ND
Article 15 Nationality
Low

No structural signal.

ND
Article 16 Marriage & Family
Low

No structural signal.

ND
Article 18 Freedom of Thought
Low

No structural signal regarding conscience or belief.

ND
Article 21 Political Participation
Low

No structural signal.

ND
Article 22 Social Security
Low

No structural signal.

ND
Article 24 Rest & Leisure
Low

No structural signal.

ND
Article 28 Social & International Order
Low

No structural signal regarding international order or institutional frameworks.

ND
Article 29 Duties to Community
Low

No structural signal regarding community duties or limitations.

ND
Article 30 No Destruction of Rights
Low

No structural signal.

Supplementary Signals
How this content communicates, beyond directional lean. Learn more
Epistemic Quality
How well-sourced and evidence-based is this content?
0.71 low claims
Sources
0.7
Evidence
0.8
Uncertainty
0.7
Purpose
0.8
Propaganda Flags
No manipulative rhetoric detected
0 techniques detected
Emotional Tone
Emotional character: positive/negative, intensity, authority
measured
Valence
+0.6
Arousal
0.5
Dominance
0.6
Transparency
Does the content identify its author and disclose interests?
0.50
✓ Author
More signals: context, framing & audience
Solution Orientation
Does this content offer solutions or only describe problems?
0.70 solution oriented
Reader Agency
0.8
Stakeholder Voice
Whose perspectives are represented in this content?
0.40 2 perspectives
Speaks: individuals
About: userscommunity
Temporal Framing
Is this content looking backward, at the present, or forward?
retrospective medium term
Geographic Scope
What geographic area does this content cover?
global
Complexity
How accessible is this content to a general audience?
technical high jargon domain specific
Longitudinal 451 HN snapshots · 133 evals
+1 0 −1 HN
Audit Trail 153 entries
2026-03-15 22:04 eval_success Evaluated: Neutral (0.07) - -
2026-03-15 22:04 eval Evaluated by claude-haiku-4-5-20251001: +0.07 (Neutral) 17,305 tokens
2026-03-15 18:13 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-15 18:13 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 17:48 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-15 17:48 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-15 17:48 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-15 16:51 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-15 16:51 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 16:33 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-15 16:33 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-15 16:33 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-14 22:27 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-14 22:27 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 22:21 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-14 22:21 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-14 22:21 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-14 20:51 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-14 20:51 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 20:43 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-14 20:43 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-14 20:43 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-14 19:06 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-14 19:06 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-14 19:05 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-14 18:06 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-14 18:06 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 17:52 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-14 17:52 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-14 17:52 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-14 16:30 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-14 16:30 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 16:16 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-14 16:16 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) -0.08
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-13 23:27 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.08
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-13 23:01 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 22:10 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) -0.08
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-13 21:19 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 20:30 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.08
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-13 19:26 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 19:02 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) -0.08
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-13 18:11 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 17:45 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.08
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-13 16:36 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 16:18 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) -0.08
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-12 23:02 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 22:47 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.08
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-12 20:36 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 20:19 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-12 18:31 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) -0.08
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-12 18:18 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 17:02 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-12 16:51 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 15:53 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.08
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-12 15:30 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 14:23 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) -0.08
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-12 14:05 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 13:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-12 13:23 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 13:01 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-12 12:45 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 12:25 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.08
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-12 12:10 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 11:58 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) -0.08
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-12 11:46 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 11:38 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.08
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-12 11:21 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 11:16 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-12 10:45 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 10:31 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-12 09:27 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 09:18 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-12 08:47 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 08:42 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-12 08:12 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 08:07 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-12 07:36 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 07:32 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-12 07:00 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 06:57 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-12 06:24 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 06:22 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-12 05:47 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-12 05:47 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 05:12 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-12 05:10 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 04:37 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-12 04:34 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 04:02 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-12 03:56 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 03:27 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-12 03:20 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 02:50 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-12 02:45 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 02:14 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-12 02:08 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 01:37 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-12 01:32 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 01:16 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-12 01:11 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 00:51 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-12 00:43 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 00:23 eval Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive)
2026-03-12 00:20 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Technical blog post, no rights discussion
2026-03-11 23:51 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-11 23:37 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 23:16 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-11 23:00 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 22:39 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-11 22:23 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 21:43 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-11 21:04 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 20:23 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-11 19:38 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 19:08 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-11 18:26 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 17:58 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-11 17:07 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 16:47 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-11 15:52 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 15:21 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-11 14:24 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 14:06 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-11 13:15 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 12:56 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-11 12:37 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 12:17 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-11 11:57 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 11:42 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-11 11:23 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 11:08 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-11 10:48 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 10:32 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-11 10:10 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 09:57 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-11 09:30 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 09:17 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-11 08:54 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 08:42 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-11 08:16 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 08:07 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-11 07:39 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 07:33 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-11 07:03 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 06:57 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-11 06:26 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 06:22 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-11 05:49 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 05:47 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-11 05:11 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 05:11 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post about developing a personal text editor, no human rights discussion
2026-03-11 04:07 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-11 04:07 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral)
reasoning
Technical blog post about developing a personal text editor, no human rights discussion