Now you can use emacs.news to get to Emacs News. That should save some clicking/typing. It redirects to my blog category at the moment, so the URL doesn't show emacs.news after you get there, but I've added it to the note at the top of that category page to help people find out about the shortcut.

Thanks to @xenodium for the nudge!

Watch on YouTube

linkarzu wins the clip-off thanks to his fancy AI-powered clipping process! Here's a snippet from our conversation today. He'll be posting more clips, and I'm also going to edit the transcript of the conversation. Fun fun fun!

Additional notes:

• Substitution: I use (add-hook 'substitute-post-replace-functions #'sacha-substitute-save-common-edits) to save the changes. sacha-substitute-save-common-edits Edit text has functions like sacha-subed-fix-common-errors-in-text that apply those changes to my speech recognition results and sacha-subed-fix-common-errors-from-start that apply them to already-prepared transcripts. I really like how I can mark a region and use that to define the substitution, like changing "tug a" to "toggle".
• sachac/whisper.el has my fork of natrys/whisper.el to support voice commands. speech-input has a bunch of other things, too, and of course my Emacs config.
• I've been using phony to define more voice commands using a parser.
• Apparently I cannot spell when thinking out loud. It is Orgzly Revived, not ogrzly.
• This actually doesn't use generative AI in the sense of Gemini or Claude, except for the conversational French demo. I use a local speech recognition model (currently Orukeet) and local speech synthesis (Kokoro FastAPI), So depending on your feelings about large language models, the models might be small enough to be fine with you. Alternatively, there are classical approaches to both speech recognition and speech synthesis like kaldi and espeak-ng.

Transcript and screenshots

0:00 Voice commands that mishear

Sacha: It turns out I cannot say start streaming reliably. Sometimes I say start screaming.

Linkarzu: Or like if I say Neovim, it doesn't get it. It says "New of him". I want to take a look at what you were sharing a moment ago. The speech to text, and it happens in real time, right?

Sacha: Oh yeah, yeah.

0:20 How the live transcript works

Linkarzu: But I don't do stuff real-time the way that you're doing right now. The transcription happens when we're done with the call and the process starts automatically. And a few hours after, I have the clips in my dashboard that I can upload if I want, right? But it's not real-time and I'm like, oh, and I saw how you did it on your side and it's pretty accurate. Like, what's the magic? What are you doing there? You're sending it somewhere, right?

Sacha: No, this is an entirely local model and I'm running it in a computer with hardly any GPU. So I'm actually just making it use CPU only for the speech recognition because I have a Lenovo P52 from 2018, I think. So it doesn't do this GPU thing very well. I think you're usually On a Mac, so you're spoiled for choices there. But speech recognition has gotten really good over the last few years. I'm using Orukeet at the moment. It's a multilingual model, so it can handle my poor French pronunciations just as fine as my English ones. I can press my keyboard shortcut. For example, I can say, this is a test during a chat with linkarzu. And then, because I've modified my dictionary, your channel name actually shows up properly. Oh, okay. Okay, okay, okay. We are talking about speech-to-text, dictation, all sorts of other things like that. Oh, where's my phone?

Linkarzu: Okay, yeah, so it just puts it in. It's pretty accurate. It's extremely accurate. What's the name you said? Because I use Wispr Flow, a local model as well. I do the transcript locally on my Mac. Wispr Flow is what the AI decided to use and I'm like, oh, it gets it, but not...

Sacha: Yeah, the model I'm currently using is called Orukeet. I think it's based on Parakeet, but it's been tweaked for more performance and less memory. But there are so many new models coming out. It's really quite interesting because every day or every other day, there's like, oh, try this new model. I'm not good enough to keep on top of all those changes. If I can manage to get the AI to generate me a server that has an OpenAI interface, I can plop it right into my Emacs setup and it will just work. So I'm happy with that. And this is fast enough that I can use it to think and then when I have the text, I can rearrange it however I'd like.

2:52 Playing with voice commands

Sacha: So for example, "prepare to fast forward." We're here.

Linkarzu: I have a similar command. Let me see if it works. Hold on. You see my terminal right now, right? Yes. I don't know if you can see my screen. Virgin mode off.

Sacha: Mm hmm. Yeah, yeah, yeah. I saw that.

Linkarzu: It didn't work. But it changes my wallpaper and it changes my...

Sacha: I have one too. Laser. Look, I changed my cursor to a laser so I can say, here's my mouse cursor, right?

Linkarzu: Okay. Pretty cool.

Sacha: Yeah, so the nice thing about it... Oh, it's still listening. Okay. Let me just turn off laser mode here. Oh, ah! Laser. Laser. Laser.

Linkarzu: It happens to me as well.

Sacha: Edit, retry. Laser. Yeah, okay, there you go.

3:51 Speech commands enable more shortcuts

Sacha: The nice thing about speech commands is that it opens up a whole lot of other ways to run commands without necessarily having to memorize keyboard shortcuts. And you can have more fun with it too. So for example, now I have this command. It turns out I cannot say "start streaming" reliably. Sometimes I say start screaming. Or at least that's... Well, I know sometimes I accidentally say that and sometimes that's what the speech recognition hears. So instead, my command for starting this stream, because of course Emacs controls my OBS through WebSockets, is "let's go live". And my command for stopping the stream is "over and out". And just because it's a little more fun to say, it becomes easier for me me to remember what I need to say in order to make this happen.

4:37 Does it handle hard words?

Linkarzu: Yeah, yeah, yeah. Now, why is it accurate? And you have a dictionary of like the difficult words. Like if I say Neovim, it doesn't get it. It says "New of him", or it just puts whatever it wants, whenever it wants. Sometimes it puts something random out there. What do you do for yours?

Sacha: "Neovim is okay, I guess." Let's see if it does a thing. Yeah, it got that without my needing to correct things. Let's pick a harder word. Anti-disestablishmentarianism. Close enough. Okay, you know, that requires very little editing. What's a difficult word? Oh, actually, let's pick a different name. Sometimes it gets Prot's name wrong. "Prot does a lot of videos on Emacs." Oh, no, it got him too. If there was a thing that is difficult to say... What was that? Okay. "Heisenbug is making org.nvim." That one. Okay, here we go. "Heisenbug is making org.nvim." I mean, it's getting him.

5:51 Thanking sponsors and members

Linkarzu: Let me thank my YouTube members, the CEOs are shown on screen, web2three, web2trhee.com, TED, cpnllc.com, and also Gallo, these are the three CEOs, and I just want to thank the rest of the YouTube members, which are the ones that are shown here, so just appreciate each one of the members for supporting the channel, okay?

6:14 Fixing misrecognized words with a shortcut

Linkarzu: So, it's a local model, interesting. It is a local model. Do you feed it a dictionary at some point?

Sacha: If I do need to change things... Okay, so if I need to change things, let's say for example, Orgzly Revived, you probably can't get that one. "I use Orgzly Revived on my phone to check my tasks." Oh yeah, so here, right?

Sacha: It says Orgsley Revived. What is that even? But I can press Ctrl+; and it uses substitute.el.

Sacha: Orgzly Revived here. And what that does, in addition to the substitutions that happen throughout the buffer, so for example, if I'm adding a transcript, it will change that all throughout the transcript. I've also added some code because this is Emacs, I can just do that. that saves this in common errors or commonly misrecognized words. And then when I recognize text, whether it's before a voice command or if I'm just doing this or whatever, it will apply all of those common fixes. Common edits.

Sacha: Here we go. So it automatically adds it to this thing here, which gets saved automatically for me. And that's the change that I've just added.

Linkarzu: Interesting. Pretty cool.

Sacha: So it's really nice to have that kind of [dictionary] shortcut built into the way that I edit things. All I know is I just hit Ctrl+; and put in what it's supposed to be. And then it gets not only fixed in my current file, but in the future as well.

Linkarzu: Yeah, I need to work on my transcript game.

7:51 How the live transcript began

Sacha: Like many things in Emacs, this came out of a bunch of small, seemingly unrelated hacks. One was, I was having this conversation with a French tutor and I was like, man, I am having a hard time making sure... Like, he would switch into lecture mode and I was trying to have more conversation mode so I could practice some more, right? So I think I've got this right. Anyway, so I had a large language model generate a Python server, because sometimes I'm like, I just want a proof of concept for this. I don't necessarily know all the details of how to work with the Silero voice activity detection thing. Anyway, so make me a server that can listen to my audio devices in real time without messing up my actual microphone use if I'm on stream. Okay, so I have this Python server and then I wanted to visualize it within Emacs. I got that visualizing inside Emacs. Then I wanted to say, all right, you know, why don't I have speech recognition listening on this thing so that if I say something, it can check it off, like playing bingo, you know, if I say it, then it gives me a note that I've actually said that word or phrase. And so it could show me a list of the words or phrases that I still want to say in conversation. And then, as we're preparing for this conversation, I was like, you know what would be really cool is if I could have that speech recognition, which is running anyway, give me a transcript of the current conversation in a way that I can use it. I could then clip if I wanted to because sometimes I'll be doing a live stream and I'd be like, you know, that was a really cool demo and I should grab that. So that I can just grab the screenshot or put it into a blog post or just get a text or extract a clip out of it, turn it into a video, right? And so now I have this thing where, hang on a second, if I'm somewhere else, for example, it's easy for me to get to.

9:53 Prepare to fast forward

Sacha: I have a voice command for it. "Prepare to fast forward", which is of course a Spaceballs reference. It'll show me then this thing. And if we are... Let me load this real quick. It will show me the video that we have or at least the recording that I've got of it. That's on the right side. Here, this MPV is controlled by Emacs. If I go here... Let's say this one. So here's your waveform for it. If I play it back: "which is of course a Spaceballs reference", it'll show me then this thing. And I can copy the text if I wanted to, or I can extract this into its own video.

10:41 Talking with Emacs

Linkarzu: What other tricks do you want to show us there? What other things do you want to share about, brag about your Emacs workflow?

Sacha: It's really hard to say. I told you how M-x doctor was the beginning of my experience, right?

Linkarzu: Your journey, yep.

Sacha: Yes, yes. So this is the doctor. You can say things like, "I'm feeling happy today," as I said, right? And then it uses that to generate its response. But I have this conversation mode. "Yes, especially when I get to tinker with Emacs." And then, uh... "What happened when you get to tinker with Emacs?" Did that...? Does the TTS come through? Yeah, it does. And the reason I did this was because after I showed off my vocal commands to Emacs Paris, they were like, oh, you know, what if you can have a conversation? So I was like, OK, let's come back full circle to the thing that got me curious about Emacs in the first place, and voice enable that. And then, of course, this is a very old AI. It's much more interesting if you apply it to the new models. So if I want to, for example, practice French. This is one of my voice commands here. Then I can...

Doctor: "What would happen? I would appreciate it if you would continue."

Sacha: Okay, here we are. Then I might say, "Je parle avec linkarzu." And then I think... There you go. It will eventually... Maybe? Thank you.

Gemini: "Ah, c'est super de discuter avec lui ! C'est toujours enrichissant de partager (to share) ses passions en direct. Quel sujet abordez-vous ensemble aujourd'hui?"

Sacha: Alright, so this now uses a large language model. This one uses Gemini because gptel makes it super easy to plug in different models. So if I wanted to practice French, but I don't necessarily want to bug people because I take a while to think about my words and sometimes I'm looking stuff up, then at least I can simulate that kind of conversation. And there are a gazillion apps that will sell you a subscription to do this. But because it's here and it's plain text and I can control it, then I can more easily go through it afterwards and analyze the vocabulary or correct the things that it didn't get right, which I know is because of the speech recognition and not because of me or whatever, right? So it's so much fun to be able to tinker with Emacs to do what I wanted to do.

13:19 Life in tiny time chunks

Linkarzu: How long do you spend sitting? Like do you spend sitting most of the day?

Sacha: Most of the time, actually, I have to go help out the kiddo, right? So that keeps me away from the computer, which is one of the reasons why I've had to learn how to deal with very fragmented time. Not much time sitting in front of the computer to focus on something. Everything that I want to do has to be something that I can do in 5, 10, 15 minutes, maybe 30 minutes. There might be... At the moment, she is fairly independent, but I can still be interrupted by somebody who needs breakfast or somebody who needs a hug and whatever. So I need to be able to capture a thought, get it out of the way and work on things in tiny chunks.

Linkarzu: I've seen my wife, how she handles things. And I'm like, man, it's a lot of mental overhead, you know? That's a whole other conversation to say, see, men are the ones that make progress, build their professional careers and wives, you know, usually take care of the kids. It's a huge sacrifice. What do you think? How do you feel about all that?

Sacha: I signed up for it totally knowing what I was getting into. I was like, okay, there's a lot involved in being the default parent, right? The primary person who patches up. But I think partly because of Org Mode and Emacs, it's been very, very helpful to me to be able to say, "Yeah, that's a great idea. I'm going to write that down in my phone or on my computer" - usually on my phone back in the early parenting days. I'm away from my computer. I'm at the playground. So the fact that I can capture a note into Org Mode and then know that I can get back to it in several years when I have more free time, or that Org Mode can keep track of the deadlines that might be a year from now, like when I need to renew my passport, and just have that surface the reminder, at the right time with the notes on exactly what I need to do, and the links to wherever I need to go, I think that has been very, very helpful for me.

15:23 Capturing tasks on phone and computer

Linkarzu: Good point that you brought up because I don't know, quite a few days ago I just came up, well, the clanker came up with a method, we could say, of me just tapping it, saying something to it, and when I come to my computer, the task is there in Neovim, right? Yes. Because I forget, I'm outside, I'm like, okay, I have to remember this, I have to, I'm not gonna remember it, it's just gonna go away. So I do it on the phone, shows up in Neovim. It's a huge benefit. How do you do it

Sacha: For my phone, I often just put it into Orgzly Revived, sometimes with dictation, sometimes just typing in a few keywords to help me remember. A lot of times, if I'm coming across...

Linkarzu: Orgzly Revived, what is it?

Sacha: (Hah, I clearly can't spell) ogrzly?

Linkarzu: If you want to show it, I don't know.

Sacha: It's on my phone. I'm gonna say, okay, because this is what, Orgzly.

Linkarzu: Is it like an app?

Sacha: Yeah, so I use an Android phone. And now there are actually a gazillion apps that talk Org Mode and can synchronize with your files and whatever. I'm currently still just using Orgzly Revived as an app on my phone with Syncthing, With Syncthing being the free synchronization that I can use to just get my files back and forth. But there are lots of other alternatives, so you can find something that fits you well. I am very tempted to figure out finally how to use Emacs native, because there's an Emacs port for Android. Especially if I can get my speech synthesis and speech recognition working on it. I think that would be amazing to have this kind of conversation with Emacs along the way.

17:05 Capturing tasks by voice

Sacha: And then on the computer, if I need to capture something quickly, oh, I can show you this one. Let's see. Okay. "Remind me to put together a quick description of my to-do workflow." And it will take that note and it will stick it into an inbox.

Sacha: Here I'm in live mode so my public tasks don't get mixed in with my private tasks. If I do an agenda, it should just be limited to the public stuff. Anyway, so the remind me created the note for me. It includes the audio in case the speech recognition didn't get anything right. And it includes a screenshot so that in case I'm doing this from a different application because my keyboard shortcut is global, I can still see the context and find that sort of stuff. So yeah.

18:01 Building workflows out of little bits of time

Linkarzu: Quite interesting. Quite advanced. Quite complex. It must have taken you months, years to set all of this up.

Sacha: As I said, I can only work in thirty minutes or so. So this one, I think was a 10, 15 minute hack. Okay. Little bits of time. This link here to whatever I was looking at, you got that free from Org Mode. This thing here with a recording, I got that because I already wanted to save my recordings anyway, so it was just a matter of adding a link to the file name that I already had saved. This screenshot, you know, another five minutes, because I already had Spectacle capturing the screenshot of both screens. So it's fairly simple. It will even work for things like, "remind me next month to follow up with linkarzu to see whether he's switched to Emacs."

Sacha: So this one here, for example, it says, remind me next month, et cetera, et cetera. And it has scheduled it for next month.

Linkarzu: That's pretty cool.

Sacha: I'm not actually going to pressure you to switch the Emacs. You can keep using Neovim and just borrow all the interesting ideas. org.nvim is there, I can adapt it to do this, you know?

Download the VTT

He hasn't released a clip of this one yet, but this exchange was one of my favourite parts of the main conversation:

[Linkarzu]: I don't know if like that's a particularity of Neovim users, we're all toxic and we just hate each other.

[Sacha]: Yeah, maybe you should just come over to the Emacs community. We have hot chocolate.

[Linkarzu]: If you go to the Emacs subreddit, it's like rainbows and butterflies. There's not a lot of hate. I always wonder why does that happen? It's not moderators, you know, it's just people. Is it just because it's old people? Like the professor, he doesn't want to fight any more. He's old enough. He retired already. He's just ready to pass to the next life. So what, what?

[Sacha]: Hypothesis number two, maybe your editor makes you grumpy.

That's at about 01:30:06 in this unlisted embed of the full conversation:

I make lots of little EmacsConf schedule updates based on the speakers' feedback. I needed a way to keep track of the schedule that I've just sent the speaker so that I could calculate the differences and notify them again the next time I change the schedule for their talk. I like the way that keeping track of this lets me include a summary of the change in the subject and in the body of the message. For example, one of the emails I sent today had the subject: This blog post is about updating the EMAILED_SCHEDULE entry property in my Org Mode file that keeps track of this year's conference talks so that I can save the schedule that I've emailed. I want to set it only after I've successfully sent the email, because I might change my mind or forget to send the e-mail, and I want to make sure the entry property is based on what I've e-mailed.

EmacsConf 2026: Schedule update as of 2026-10-28: svg: Sun ~2:20 PM EST (40 min earlier)

I send the messages within Emacs, of course. This lets me use emacsconf-mail.el to mail-merge using Emacs Lisp. I can then use message-sent-hook to run buffer-specific code once I've sent the message. This lets me set it up so that each message updates its own talk once I've used C-c C-c to send it.

First, I need a function that adds to a talk's logbook. This is not specifically needed for the message-sent-hook, but it's useful for keeping track of the fact that I've sent this kind of email to that speaker on this date. It's very helpful to be able to see who I've already sent the backstage information to or when was the last time I sent them a schedule update. I can also filter the list of talks by the text in the logs so that if I partially send a mail merge and then cancel the rest because I want to tweak the code, I can send the new mail merge only to the remaining speakers. This is in emacsconf.el.

(defun emacsconf-add-to-talk-logbook (talk note)
  "Add NOTE as a logbook entry for TALK."
  (interactive (list (emacsconf-complete-talk) (read-string "Note: ")))
  (save-window-excursion
    (save-excursion
      (emacsconf-with-talk-heading talk
        (emacsconf-add-to-logbook
         (if (functionp note)
             (funcall note)
           note))
        (bury-buffer (current-buffer))))))

This function is the one that gets added to the message sent hook. It's in emacsconf-mail.el:

(defun emacsconf-mail-add-to-logbook (email note)
  "Add to logbook for all matching talks from this speaker."
  (interactive
   (let* ((email (mail-strip-quoted-names
                  (plist-get (plist-get (notmuch-show-get-message-properties) :headers)
                             :From)))
          (talks (emacsconf-mail-talks email)))
     (list
      email
      (read-string (format "Note for %s: "
                           (mapconcat (lambda (o) (plist-get o :slug))
                                      talks", "))))))
  (condition-case e
      (save-window-excursion
        (mapc
         (lambda (talk)
           (emacsconf-add-to-talk-logbook talk note))
         (emacsconf-mail-talks email)))
    (error (message "Error %s" e))))

And this function actually sets up the message-sent-hook:

(defun emacsconf-mail-log-message-when-sent (o message)
  (add-hook 'message-sent-hook
            `(lambda ()
               (save-window-excursion
                 (emacsconf-add-to-talk-logbook
                  ,(plist-get o :slug)
                  ,message))
               (when (match-buffers "*unsent")
                 (switch-to-buffer (car (match-buffers "*unsent")))))
            nil t))

Which gets called by this part of emacsconf-mail-prepare:

(when (plist-get template :log-note)
  (mapc (lambda (talk)
          (emacsconf-mail-log-message-when-sent talk (plist-get template :log-note)))
        (emacsconf-mail-talks email)))

Then my emacsconf-mail-interim-schedule-update can specify the :log-note like this:

      :log-note
      (lambda ()
        (dolist (talk (cdr group))
          (emacsconf-with-talk-heading talk
            (emacsconf-schedule-save-emailed-time)))
        (concat "emacsconf-mail-interim-schedule-update"
                (if log-note (concat ": " log-note) "") " - " summary))

This lets me run that code only when the mail gets sent.

Next automation idea: Someday I may even figure out how to attach an iCalendar file (including updates to events) so that people can add it to their calendars.

If you find yourself wanting to run code when a message gets sent, then definitely take a look at message-sent-hook. You can add a buffer-local hook with the fourth argument to add-hook (ex: (add-hook 'message-sent-hook (lambda () ...) nil t)) so that you can take actions specific to that message.

Have fun!

The coolest thing I saw this week is Clerkenwell, a handwritten Clojure notebook (Github).

• Upcoming events (iCal file, Org):
  • Emacs Berlin: Emacs-Berlin Hybrid Meetup https://emacs-berlin.org/ Wed Oct 28 1100 America/Vancouver - 1300 America/Chicago - 1400 America/Toronto - 1800 Etc/UTC - 1900 Europe/Berlin - 2330 Asia/Kolkata – Thu Oct 29 0200 Asia/Singapore
  • EmacsATX: Emacs Social https://www.meetup.com/emacsatx/events/316464081/ Thu Nov 5 1600 America/Vancouver - 1800 America/Chicago - 1900 America/Toronto – Fri Nov 6 0000 Etc/UTC - 0100 Europe/Berlin - 0530 Asia/Kolkata - 0800 Asia/Singapore
  • M-x Research: TBA https://m-x-research.github.io/ Fri Nov 6 0800 America/Vancouver - 1000 America/Chicago - 1100 America/Toronto - 1600 Etc/UTC - 1700 Europe/Berlin - 2130 Asia/Kolkata – Sat Nov 7 0000 Asia/Singapore
  • Why Sacha Chua Still Lives in Emacs After 20+ Years
• Emacs configuration:
  • welkomscherm v1.2.1: a small, calm, extensible dashboard for Emacs (Reddit)
• Emacs Lisp:
  • Eric MacAdie: I Updated My Emacs Number Package
  • Flymake for Emacs Lisp (@benleis@mathstodon.xyz)
  • Better lisp editing with `tree-guide.el` (and other packages) (28:53)
• Appearance:
  • region-cursors - Cursor overlays at both ends of the region (Reddit)
  • Flick: a quick and simple font picker (Reddit)
  • Protesilaos: Emacs: doric-themes version 1.4.0
• Navigation:
  • Some recent changes I've made to tab-config my tabbing package for emacs built on top of tab-line (@benleis@mathstodon.xyz)
  • Emacs finally folds to my liking - jointhefreeworld
  • Emacs - Ripscope - search C symbol definitions
• Writing:
  • Letters to Auntie: spell-checking in Emacs (@marcin_bielewicz)
  • Emacs for obsessive word lovers (10:40)
  • Dave Pearson: blogmore.el v5.4.0
  • Sacha Chua: Dictating blog posts into Emacs (Irreal)
• Org Mode:
  • modeorg.org: a human guide to Org Mode (@pablo@murad.social)
  • Martin Schell: Using Org-Capture Templates with Elisp Evaluation to Set Values Depending on User Input (Irreal)
  • How to export your org-mode and org-agenda to Apple Reminders · GitHub
  • Building a website with Org mode (Reddit)
  • Denden: Emacs Lisp SSG based on org-publish | Dilip's Log (@swrogers@social.lol)
  • Adding Caching to org-publish-rss.el (@tiang)
  • org-constellation (Reddit)
• Completion:
  • cmd-rewind: resume last completing-read with saved input (Reddit)
• Coding:
  • Using Typescript V7 With Emacs Eglot (@swrogers@social.lol)
  • Auto apply Emacs Eglot safe Code Actions (fixes) on Save
  • Video 3 - Configuring Emacs, Arrays, Slices, Vectors, and the Borrow Checker (15:47)
  • Back to Emacs with the SCSS workflow I always wanted
  • Writing an mTLS server in Go using Emacs (Reddit)
  • Clerkenwell: a handwritten Clojure notebook (Github)
• Shells:
  • Ghostel integration in Emacs (10:27)
• Mail, news, and chat:
  • VM 9.0.0, a mail reader for Emacs (Reddit)
  • Irreal: A Small Improvement - deleting cookies after using elfeed-webkit
• Evil mode:
  • evil-matchit 5.0.0 is published (Reddit) jumping between paired structures
• Multimedia:
  • Sacha Chua: subed.el and quoting snippets of YouTube videos from the auto captions
  • Yay Emacs 44: More conversational voice interfaces (01:11:04)
• LLMs:
  • nmagko/gptel-web: Web search tools for Emacs gptel · GitHub
• Community:
  • Fortnightly Tips, Tricks, and Questions — 2026-10-20 / week 42
  • 40c3 - organizing a Lisp assembly for self-organized workshops (@nmeum@chaos.social)
  • Emacs Historical Archive (@kickingvegas@sfba.social)
  • Eric MacAdie: Emacs Carnival: Are keyboards and M-x here to stay?
  • Can your Vim do that? starts beatboxing (00:53) having fun with multiple cursors.
  • Sacha Chua: Upcoming chat with linkarzu about using Emacs for 25 years
  • Github PR box * tech chats * conference outfits * Emacs Conf prep (05:35:41)
  • Linkarzu clips:
    • Emacs vs Neovim - Why Prot Won't Pick a Side (01:30:34)
    • Emacs vs Neovim - Why He Switched for Good (12:27)
    • vim user admits emacs is better (14:08)
    • Emacs vs Neovim - Why Prot Won't Pick a Side (Reddit)
  • Sacha Chua: Analyzing Emacs News: 564 posts over 11 years, > 34k items, ~60/post
• Other:
  • Raymond Zeitler: A Point-Based Tooltip for Emacs
  • Chai v2.1.0: Read Books in Emacs, Highlight, Search & Ask with Sources (01:36)
  • exc.el — Runs Excel in Emacs (18:48, Github)
  • Comparing file with autosaved file (@lispwizard@techhub.social)
  • anju 1.9: mouse menus for storing frameset, setting macro counter, fill functions (@kickingvegas@sfba.social)
  • buffer-snapshotter: keeps snapshots of changed versions buffers (visiting files or not) written to disk (@morix@loci.onl)
  • Learning an Ancient Language with an Ancient Text Editor - SeaGL 2026 - pretalx
  • Profound anguish and Emacs persistent undos — (^ω^) (@jadedctrl@jam.xwx.moe)
  • returning nonzero exit code from emacsclient (@amy@ice.ch3.st)
  • Emacs and rust on an ASUS Eee PC 1000HA (03:51)
• Emacs development:
  • ekp-fill - line-breaking algorithm; some parts were LLM-generated, so the author is rewriting
• New packages:
  • ctftime: CTFtime dashboard (MELPA)
  • difflayer: Overlay diffs on selected regions (MELPA)
  • elark: Emacs interface to Lark/Feishu via lark-cli (MELPA)
  • fz-index: Sublime-style fuzzy file open with a native index (MELPA)
  • isbn: ISBN library (GNU ELPA)
  • modern-tab: The common part of the two tab modes (MELPA)
  • region-cursors: Display point and active mark using overlays (MELPA)
  • straight-overview: Selective upgrade UI for straight.el packages (MELPA)
  • typst-overlay: Overlay Typst equations (MELPA)
  • xc: Emacs interface for xc (GNU ELPA)

Links from reddit.com/r/emacs, r/orgmode, r/spacemacs, Mastodon #emacs, Bluesky #emacs, Hacker News, lobste.rs, programming.dev, lemmy.world, lemmy.ml, planet.emacslife.com, YouTube, the Emacs NEWS file, Emacs Calendar, and emacs-devel. Thanks to Andrés Ramírez for emacs-devel links. Do you have an Emacs-related link or announcement? Please e-mail me at sacha@sachachua.com. Thank you!

I'm preparing for a conversation with linkarzu. It would be fun to quote snippets from some of the other videos he has. I like the way he does a lot of reaction videos that build on what people have shared. He tends to listen to things at 1.25 or 1.5x speed. I'm not sure if I have the patience even for that, so it'd be nice to be able to just quickly skim the text. He also clips a lot of his own videos. It might be interesting to play around with my workflows for listening to snippets and clipping them.

I've grabbed YouTube captions and reformatted them before:

• Grabbing the Youtube auto-generated captions is pretty useful when making Emacs News (2021)
• Org Mode: Insert YouTube video with separate captions (2021)

This time around, I want to get the VTT format so that I can possibly use them with subed-record to clip audio or video.

From a YouTube link, I want to run a single command that gets me a VTT file with that as the media source and with the captions. If there are any chapters in the description, it would be lovely to get them too. I can get them from the JSON, yay!

Now I can use M-x sacha-subed-youtube to open the VTT file, which is cached locally, and I can use M-x sacha-subed-youtube-region-as-quote after selecting a section. Well, actually, I have an Embark command s (for "subed") that I can run on a YouTube video link and a selected-mode shortcut for y that I can run when the region is selected. Results:

I Asked Prot If I Should Switch to Emacs

00:09:46: I think the value of Org is that it is in the context of Emacs, which can now do other things. It can be your email client. It can be your agenda. Of course, it can be your programming environment. All these sorts of things, like your RSS feed reader and so on. And in the context of all that, you also have Org. So for me, that's kind of the value. But otherwise, having Org elsewhere, it's great still, because the paradigm of Org, I think, is a portable paradigm.

Org Mode in Neovim Is Finally Here - Full org.nvim Demo

00:00:00: I think that I achieved like 100% of parity with the original Org Mode version on Emacs.

(defvar sacha-subed-youtube-dir "~/proj/youtube-captions"
  "Directory with YouTube captions.")
(defvar sacha-subed-youtube-temp-dir "~/Downloads" "Snap installations need a workaround for permission.")
;;;###autoload
(defun sacha-subed-youtube (url)
  "Download the automatic subtitles or check my cache."
  (interactive "MURL: ")
  (let* ((id (sacha-org-yt-id url))
         (existing (car (directory-files sacha-subed-youtube-dir t
                                         (concat "^" (regexp-quote id) ".*\\.vtt\\'")))))
    (if existing
        (progn
          (find-file existing)
          (subed-mpv-play-from-url url))
      ;; Download
      (let ((directory (make-temp-file (expand-file-name "yt-dlp" sacha-subed-youtube-temp-dir) t))
            filename
            json
            match
            chapters
            subtitles)
        (with-current-buffer (get-buffer-create "*yt-dlp*")
          (let ((default-directory directory))
            (call-process
             "yt-dlp" nil t nil
             "--skip-download"
             "--write-info-json"
             "--sub-format"
             "vtt"
             "--write-subs"
             "--write-auto-subs"
             url)))
        (when (null (directory-files directory t "\\.json$"))
          (error "Could not get data."))
        (setq json (json-read-file (car (directory-files directory t "\\.json$"))))
        (setq chapters (alist-get 'chapters json))
        (setq filename (expand-file-name
                        (concat id " - " (alist-get 'title json) ".vtt")
                        sacha-subed-youtube-dir))
        (setq subtitles (subed-parse-file (car (directory-files
                                                directory t
                                                "\\.vtt$"))))
        (delete-directory directory t)
        ;; add the chapters as comments
        (mapc
         (lambda (sub)
           (when (and chapters
                      (>= (elt sub 1)
                          (* (alist-get 'start_time (car chapters)) 1000)))
             (setf (elt sub 4) (alist-get 'title (pop chapters)))))
         subtitles)
        (subed-create-file
         filename
         subtitles
         t)
        (find-file filename)
        (subed-mpv-play-from-url url)))))

(defun sacha-subed-youtube-id ()
  "Return the YouTube ID."
  (or (save-restriction
        (save-excursion
          (goto-char (point-min))
          (subed-forward-subtitle-text)
          (when (subed-record-get-directive "YOUTUBE_URL")
            (sacha-org-yt-id
             (subed-record-get-directive "YOUTUBE_URL")))))
      (car (split-string (file-name-base (buffer-file-name)) " "))))

;; Now we just need a quick way to copy a YouTube URL.
;;;###autoload
(defun sacha-subed-youtube-url (&optional start-msecs end-msecs)
  "Copy YouTube URL for the current timestamp."
  (interactive)
  (when-let*
      ((id (sacha-subed-youtube-id))
       (s
        (if end-msecs
            (format "https://youtu.be/%s?t=%d&end=%d"
                    id
                    (/ (or start-msecs (subed-subtitle-msecs-start))
                       1000)
                    (1+ (/ end-msecs
                           1000)))
          (format "https://youtu.be/%s?t=%d"
                    id
                    (/ (or start-msecs (subed-subtitle-msecs-start))
                       1000)))))
    (when (called-interactively-p 'any)
      (kill-new s)
      (message "%s" s))
    s))

;;;###autoload
(defun sacha-subed-youtube-play ()
  "Play this video from YouTube."
  (interactive)
  (when-let*
      ((id (sacha-subed-youtube-id))
       (s (concat "https://youtu.be/" id)))
    (when (string= subed-mpv-media-file s)
      (subed-mpv-play-from-url s))
    (subed-mpv-jump-to-current-subtitle)
    (subed-mpv-unpause)))

;;;###autoload
(defun sacha-subed-youtube-region-as-quote (beg end &optional label)
  "Format this as a quote."
  (interactive (list (region-beginning) (region-end) (when current-prefix-arg (read-string "Label: "))))
  (let* ((id (sacha-subed-youtube-id))
         (url (sacha-subed-youtube-url
               (save-excursion
                 (goto-char beg)
                 (subed-subtitle-msecs-start))
               (save-excursion
                 (goto-char end)
                 (subed-subtitle-msecs-stop))))
         (base (file-name-base (buffer-file-name)))
         (text (subed-subtitle-list-text (subed-subtitle-list beg end)))
         (s (format
             "%s\n#+begin_quote\n%s: %s\n#+end_quote\n"
             (org-link-make-string
              (concat "yt:" url)
              (or label
                  (and (string-match (format "^%s - \\(.+\\)" (regexp-quote id)) base)
                       (match-string 1 base))
                  (sacha-page-title url)))
             (org-link-make-string
              (concat "vtime:"
                      (subed-msecs-to-timestamp
                       (save-excursion
                         (goto-char beg)
                         (subed-subtitle-msecs-start))
                       t)))
             (with-temp-buffer
               (insert text)
               (let ((fill-column most-positive-fixnum))
                 (fill-region (point-min) (point-max))
                 (string-trim (buffer-string)))))))
      (when (called-interactively-p 'any)
        (kill-new s)
        (message "%s" s))
      s))

Some of this code hasn't been committed to subed yet, but I will commit it sometime this week.

My next steps might be to:

• cache the video as a whole to make it easier to check the waveforms
• extract the segment to a standalone video file so that it's easy for me to play back or include in another video
• see if I can use my voice activity detection and semi-streaming speech recognition to get a VTT of my current OBS recording

While summarizing my history with Emacs, I was curious about just how many Emacs News posts I've written and how many links I've highlighted. 564 posts, > 34000 items, an average of 60 items per posts.

Analysis: It turned out that my emacs-news/index.org only went back to about 2016, missing a few months of 2015. To fill in the data, I needed to convert the old HTML files into Org format.

find -name \*news\*.html -exec zsh -c 'pandoc -f html -t org {} --wrap=none -o $(basename {} .html).org' \;

Then I inserted the old entries into my file. insert-file-contents doesn't seem to move the point, but if I narrow to my Posts subtree (org-narrow-to-subtree), then I can go to the end of the narrowed part.

(defun sacha-emacs-news-insert-old-ones ()
  (interactive)
  (let ((dir "~/proj/static-blog/blog/2015/"))
    (dolist (f
             (sort
              (directory-files-recursively dir "news.*org$")
              :key #'file-name-base
              :reverse t))
      (insert "** " (substring (file-name-base f) 0 10) " Emacs News\n\n")
      (insert-file-contents f)
      (goto-char (point-max)))))

With all the entries in place, let's look at the list items that start with a link.

;;;###autoload
(defun sacha-emacs-news-count-links ()
  "Return the number of main links in this subtree."
  (interactive)
  (let ((count 0))
    (save-excursion
      (org-back-to-heading)
      (while (re-search-forward "^ *- \\[\\[" (save-excursion (org-end-of-subtree)) t)
        (incf count)))
    (when (called-interactively-p 'any)
      (message "%d" count))
    count))

;;;###autoload
(defun sacha-emacs-news-analyze ()
  "Count how many entries and items. Make a table of entries."
  (interactive)
  (with-current-buffer (find-file-noselect "~/sync/emacs-news/index.org")
    (goto-char (point-min))
    (let (results)
      (org-map-entries
       (lambda ()
         (let ((title (org-entry-get (point) "ITEM")))
           (when (string-match "\\([0-9][0-9][0-9][0-9]-[0-9][0-9]-[0-9][0-9]\\) Emacs" title)
             (push (list (match-string 1 title)
                         (sacha-emacs-news-count-links))
                   results)))))
      (seq-uniq (sort results :key 'car :reverse t)))))

(append '(("Date" "Count") hline) (sacha-emacs-news-analyze))

set title "Number of links in Emacs News per week"
set xdata time
set timefmt "%Y-%m-%d"
set format x "%Y"
set xlabel "Year"
set ylabel "Count"
set grid
plot data using 1:2 with lines title "Items"

This probably tracks my availability more than anything else. The dip in 2017 and 2018 corresponds pretty well to the time that the kiddo needed more of my attention. Babies sleep a lot; toddlers, not so much.

I generally feel that there are so many interesting rabbit holes to go down each week, and the Emacs community is active enough that there's always one or two things I want to add to my to-do list to explore further. Putting together Emacs News is one of the highlights of my week. It takes me about 1 - 2 hours, and some of that is just because I get distracted trying out the cool stuff I come across.

Learning from similar newsletters: OCaml Weekly News has a single author as well and does a lot more summarization, but includes fewer links. This Week in Rust is a similar link-dump weekly newsletter. It's written by a larger team and it has more commentary. I think that for the Emacs community, I'm still leaning towards this large list of categorized links for easy skimming. As I get the hang of writing more, I'd like to write more blog posts myself that Emacs News can also link to. If your community doesn't already have a weekly or monthly newsletter, I highly recommend it as a way to bring the community together.

Here's the table, in case you're curious:

I'm going to be chatting with linkarzu about Emacs and life. He's more of a Vim person than an Emacs person, so I'll try to share things that are generally useful. He's called it: "Why Sacha Chua Still Lives in Emacs After 20+ Years."

I am not sure my eyebrows have ever done that, but linkarzu does like his AI-generated thumbnails, so we'll let that pass. =)

[2026-10-29 Thu 08:00] (America/Toronto, -0400) = Thu Oct 29 0800H EDT / 0700H CDT / 0600H MDT / 0500H PDT / 1200H UTC / 1300H CET / 1400H EET / 1730H IST / 2000H +08 / 2100H JST

His description:

Sacha Chua joins me to talk about Emacs. She has been living in it for decades, and she shares the Emacs world with all of us through Emacs News, Emacs Chat and EmacsConf.

I want to see how she runs her life in Org Mode and how she uses her speech and audio braindump workflows, and to ask her what she thinks of what Prot and I have been doing with Emacs.

We'll also be discussing Neovim and other usual tech related topics

As a backup and so that it shows up on my YouTube feed, it's also going to be streamed at:

(but watch it on his channel instead for the stats boost!)

Note: Both videos will become unlisted afterwards. I think that means you'll still be able to reach it from my blog post or from a direct link, but you won't see it on his channel or mine, at least until he posts the edited video publicly. Also, to encourage people to sign up for his memberships (and to keep things more focused during the conversation), Linkarzu limits chat during the livestream to members of his channel. That's totally fine, he's allowed to experiment with ways to make a living, so please don't give him any grief about it. =) If you have any questions about what we talk about, or would like to continue the conversation, feel free to leave a comment or email me at sacha@sachachua.com and I will check it afterwards.

I like making things available and searchable long-term. I plan to post the transcript of either the full conversation or excerpts of it on my blog, and I'll probably also post screenshots or clips of the video or audio where it makes sense. It might be something like the transcript I posted in Chatted with John Wiegley and Karthik Chikmagalur about personal information management.

I am looking forward to learning more about the NeoVim community. I think the NeoVim community does the YouTube thing really well, and I'm hoping that the new org.nvim stuff might encourage people to do more literate programming and blogging. I put together some notes on my Emacs history, building on from the title that Linkarzu put on his event ("Why Sacha Chua Still Lives in Emacs After 20+ Years"). I'll probably add a little bit more over the next two days. I am more curious about where the conversation can take us rather than switching into presentation mode, since I can write blog posts and make videos whenever I want. =)

I put together some sketches to help me organize my thoughts. His channel uses dark mode, so let's experiment with dark mode in my sketches too. I want to think about things so that the relevant resources are readily available and so that I can express myself more concisely. I can put together a presentation or write a blog post by myself, so I'm more curious about the kinds of things he wants to explore in the conversation.

About me

I'll probably need to do a brief introduction to set the context so that people know where I'm coming from. Let's disclaim my professional irrelevance up front.

Image text and links

About me 2026-10-24-03

• sachachua.com (since 2001 :) )
• Emacs News
• planet.emacslife.com
• EmacsConf
• Where: Manila, Philippines to Toronto, Canada in 2005
• Now:
  • Continuing with hanging out with A+ (kiddo) and W- (husband)
  • Experimenting with retirement
• Previously: web prototypes, data analysis, sketchnoting, computer science
• Currently tinkering with: learning French, hybrid speech interfaces, community sharing

It turns out that I've been using Emacs for at least 25 years, which is pretty cool. I am 43, so that's more than half my life.

Summary of other important things

Let's start with a summary so that we don't worry about running out of time and so that people don't have to listen to two hours before getting to the good stuff. I want people to be able to get something out of this, whether they're a Vim diehard or experimenting with Helix, or even if they're passionate about things other than text editors. Here are some of the things I'm learning about that I think are important.

• Community:
  • It's really hard to learn Emacs all by yourself. It's obscure, arcane, and overwhelming.
    • Steve Rowe's Blog : Code Editor Learning Curves
    • the learning cliff and the View from the Top
  • Fortunately, we have a strong culture of sharing, starting with the GNU General Public License and continuing through things like literate programming. We have mailing lists, blog posts, videos, meetups, and conferences. One of the best ways to learn Emacs is to learn out loud. Another way is to look over someone's shoulder. It doesn't take a lot of time or money to do the kinds of things that I enjoy doing to connect the Emacs community, and I'd love to see other tech communities experiment with things like that too.
    • Working on the plumbing in a small web community
• Adaptability: You can customize Emacs to really fit the way you want to work. The more people do this, the easier it gets to adapt Emacs to even more workflows.
• Incremental improvements: Even small changes add up, and code turns out to be surprisingly reusable. It often pays off beyond the recommendations of xkcd: Is It Worth the Time?.
• Imagination and play: Tweaking Emacs can be lots of fun. Fun is important.

Quick notes on the stuff he mentioned in the description:

• How I run my life in Org Mode
  • Capture into an inbox on my computer or on my phone (Orgzly Revived + Syncthing),
  • Agenda on either Orgzly or my computer.
  • Several large files that I add a lot of ideas to and slowly chip away at when I have time. I'm still the primary parent for our ten-year-old. Although I have a little bit more focus time now that she (usually) attends virtual school, I still find myself capturing ideas and knowing that I will get to them maybe sometime over the next few years.
• It's a lot of fun to be able to make tiny improvements that add up.
• Speech and audio brain dump workflow
  • On my computer
    • I use dictation to quickly grab some snippets.
    • I can put each sentence on its own line and then use Org Mode to move things around.
    • For more complicated things, then I'll use Org Mode outlines or maybe start with some kind of sketch.
    • I also type too. It's nice to have that option, especially when there's code.
    • Finding the shape of my thoughts
    • Dictating blog posts into Emacs
    • Emacs Carnival Oct 2026: Exploring keys and voice input in Emacs
      • Voice commands are great when you've run out of keyboard shortcuts or you can't remember them
  • On my phone
    • Audio braindump workflow tweaks: Adding Org Mode hyperlinks to recordings based on keywords
      • I prefer this kind of thinking out loud at my computer, though, because being able to read and restructure the text right away helps me.
    • My mobile use has shifted to practising French with my tongue twisters and audio recordings.
• What I think of Linkarzu and Prot's conversations
  • It's totally okay if you want to stick with NeoVim. I'm looking forward to seeing what people come up with!
  • I think the discussions we can have about workflows can cross editor boundaries. =)

History

Here's a brief overview of my history with Emacs, in case anything sparks curiosity.

The details are a little bit fuzzy, but fortunately I've written about some things in previous blog posts. I'd like to flesh this out with an outline and maybe even some sentences or paragraphs later on. I love the way that different themes recur. I find myself building on things that I started exploring years ago. For example, my current interest in hybrid speech interfaces echoes all the way back to M-x doctor and Emacspeak from the beginning.

• M-x doctor:

  • From "Unix Power Tools":

    If you have time to waste (and I mean really waste), Emacs has things to keep you occupied. … If you think you might be in need of a psychotherapist, save your money and try ESC-x doctor RETURN.

    I was not actually looking for a psychotherapist. I think I was seventeen or eighteen, and I was trying to go through all the interesting computer science books in my university's library in the Philippines. I thought it was funny that someone put in that kind of Easter egg. The more I dug around in the source code, the more I was amazed by the things that people had added to Emacs. Anyway, it's interesting how the fun, inconsequential stuff turned out to be the thing that caught my attention.

• Planner Mode: How I got hooked
  • I loved seeing how people customized Emacs in so many different ways to fit the way that their particular brain worked, and getting it to fit my brain too.
  • One time, when I was the maintainer of Planner Mode, I got an email from someone who said something like: "Thank you for maintaining this. By the way, one of your recent changes lost my data and I didn't have any backups, but that's okay, just please fix it, here are some ideas." That kindness mattered a lot to me.
• Emacspeak:
  • In my third or fourth year of university, my laptop screen started glitching. Sometimes it got really low in brightness and contrast, and you could only read it if you tilted it at an extreme angle and looked very carefully. But the Emacspeak folks had figured out how to make it perfectly usable just with speech synthesis, because they needed that as blind or visually impaired users. This turned out to be pretty handy. I not only used that for a fair chunk of my regular writing and coding, but also for my experiments with wearable computing, and for the occasional alert when I was paying attention to something else. Speech synthesis was a lot more discreet than the head-mounted display that I experimented with in 2003.
• flashcard.el:
  • The fun part about this was rigging up my flashcard.el so that it would show me funny cat pictures from ICanHasCheezburger when I answered enough questions correctly. Fun matters.
  • Japanese flashcards
  • More Emacs evangelization: flashcard
• ledger:
  • Keeping (financial) score with Ledger
  • My financial network map and virtual envelope system
• Org Mode: New note-taking workflow with Emacs Org-mode
  • I started using Org Mode as part of research for a book on Emacs. I didn't finish the book, but I stuck with Org Mode. I like the way it fits the way I think and what I want to do.
• Work: Drupal, Rails, blogging, data analysis, literate programming
• Semi-retirement:
  • What did I learn from this experiment with semi-retirement?
  • Continuing my experiment with (semi-)retirement
  • category - experiment
• EmacsConf
  • I helped organize the first one in 2013 in London. I watched the 2015 one remotely. Amin Bandali reached out to me in 2019 to get EmacsConf going again, and we've been organizing it yearly since.
  • Analyzing my Emacs time over the last 11 years or so
• Emacs Chat
• Emacs News: Great way to see all the cool things that people are working on
  • Analyzing Emacs News: 564 posts over 11 years, > 34k items, ~60/post
• Parenting:
  • Braindump from radiostudent.si interview with Lio Novelli and Jurij Podgorsek: Emacs, focused time - parenting, using fragmented time
  • Orgzly Revived helped me stay sane by capturing ideas and making it easy to postpone them for years.
  • Incremental improvements in fragments of time
• Captions: I can even use them to edit videos and audio files in Emacs
  • Editing subtitles in Emacs with subed, with synchronized video playback through mpv
  • category - subed
• SVGs:
  • EmacsConf backstage: scheduling with SVGs
  • Visualizing the balance of speaking in my French conversations with tutors
  • Using Emacs to visualize speaking and target words/phrases in real-ish time
• Minecraft, cubing
  • The kiddo wanted to play Minecraft, but she wasn't comfortable enough with typing yet, so I made her some command books so that she could just click on things in order to teleport back to us or give herself equipment. Now she can type very quickly, but it was helpful back then.
    • Updating my Minecraft command book using Emacs, TRAMP, and mcf.el
    • Using Org Mode tables and Emacs Lisp to create Minecraft Java JSON command books
  • Rubik's cubes:
    • Using Org Babel to learn Rubik's cube algorithms
• Streaming
• French, LLMs
• Speech: speech recognition, speech synthesis, hybrid speech interfaces
  • M-x doctor demonstration
  • Emacs Carnival Oct 2026: Exploring keys and voice input in Emacs

Large language models and artificial intelligence

linkarzu mentioned wanting to talk about artificial intelligence. I don't know nearly as much as lots of other people do. Maybe I can just share the things that I've been experimenting with, and also what I care about from a community perspective. I would like to help figure out how to deal with this turbulence and come out the other side happier.

Text from sketch

Large language models and other things 2026-10-24-02

• Y'all know much more than I do. You have more at stake.
• Me: tiny steps, using it for tightly scoped tools
  • grammar/fixing literal translations, explanations
  • troubleshooting
  • prototypes (ex: Python servers)
• Next:
  • help people who want to connect and experiment
    • human-focused
    • LLM-assisted (only if you want)
• Keep exploring what I'm curious about: experiments > hype
• Yay:
  • more people learning about and customizing things
  • more capable local models
  • adding up fragments of time
• Boo:
  • flood of slop, "content", spam
  • overwhelmed developers
  • centralization
  • polarization
  • externalized costs
  • non-deterministic