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Sebastian Raschka GitHub
mini-coding-agent — Minimal and readable coding agent harness implementation in Python to explain the core components of coding agents.
The subject this post names, from the same vocabulary the directory files beliefs under, and the words it uses that this site has seen least often elsewhere. Posts are matched on those words alone — nothing here is a summary of this one.
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20 September
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korrents.com
Frontier AI coding agents can now fix complex compiler bugs like LTO issues in about fifteen minutes.Their words
Strap a frontier AI into a good coding harness, show it what's broken, give it all the sources (source.tar), and ~15 minutes later I have a patch.
What's been going on in w64devkit the past yearnullprogram.com
18 September
17 September
15 September
12 September
11 September
10 September
8 September
6 September
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Their words
to make *actually* good software, you have to use it a lot but many people are spending more time in their coding agents/factories than in the apps they're building - so they won't
5 September
4 September
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Their words
This kind of thing will be exploited. Think Solar Winds–style supply chain attacks.
3 September
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Recommendstheir ownrcmnd.app
Vercel AI GatewayTheir words
Points all coding agents to AI Gateway, getting you 100% uptime, observability, budgets, and ease of switching.
31 August
25 August
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Their words
I’m thinking about banning Claude code at Shopify until they change their mind and read AGENTS.md and .agents/skills etc. Insisting on only reading CLAUDE.md sometimes leads to split brain problems when different team members use different tools. Just unnecessary.
24 August
22 August
19 August
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korrents.com
Coding agents make every plugin interface you ever blew off trivially usable, which is a large productivity win.Their words
I can't say enough how excellent a coding agent is at customizing Chrome with extensions. A huge productivity win. Every plugin interface you've ever blown off is now trivially usable.
14 August
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Their words
buuuut my roadmap is’nt ten times shorter. and I’m definitely not ten times better at deciding what is worth building. teams haven’t started casually shipping a year of product work every month. you can look around and and it’s hard to say what software has gotten meaningfully better in the last year.
10 August
8 August
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Their words
I REALLY want to believe that this fixes prompt injection risks for coding agents, but I'm just not there yet
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Lovedrcmnd.app
Servus: How Slavery Made the Roman EmpireTheir words
A very good and aggressively readable book about how terrible slavery was in the Roman Empire.
1 August
30 July
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Their words
Um, and to give you an example of a a a use of a coding agent that works extremely well is you can ask today's models to translate software from one computer language to another very effectively because in that case you actually have a incredibly detailed specification.
26 July
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Their words
we we kind of have coarse level uh recursive self-improvement already. And the fact that every time you use it, it improves the markdown files. Uh every time you use it, it updates its uh long-term memory.
20 July
12 July
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Their words
new laws are like code that is pushed live to production without even being read (let alone tested), often in the face of tremendous opposition, affecting millions of citizens, with minimal monitoring to ensure they’re producing the desired results, an extremely slow customer feedback cycle, and few ways to truly opt out.
7 July
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Their words
it's more important to invest in trains that can get more riders than just the railfans; taking a line from 0% to 5% modal split is less important than taking it from 20% to 40%
Prioritizing Rail Expansion in New Englandpedestrianobservations.com
30 June
27 June
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Their words
untrusted repos should be treated as hostile by default because they can steer the agent toward reading files, running commands, or sending data through approved tools.
12 June
4 June
27 May
From one piece Building OpenCode with Dax Raad 2 beliefs, in the piece's order there
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Their words
We're now doing it in a much heavier way because we find that these like kind of bory enterprisey uh patterns end up being pretty useful because you have a bunch of idiots on your team now. The coding agents are a bunch of idiots and they are going to work 24/7 and they're going to like ship a lot of stuff. So you need way more guardrails than you used to.
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Their words
And our harness wasn't very good for like the first like five months of open code. But it was good enough. It was good enough that most people couldn't really tell a difference. And once we won enough share, then we went back and like tried to make our harness like good and smart and optimize and all those things. But uh it was inverted from what everybody else was doing. Everybody else was being like you have to build the smartest harness and that's how you win.
15 May
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korrents.com
Tailwind is a good way to build a site you're happy with, even without strong CSS skills of your own.Their words, before
I ended up making this site with Tailwind CSS, and it helped me make a site I felt pretty happy with my minimal CSS skills and just 2 evenings of work!
Their words now
I’m a lot better at CSS than I was when I started using Tailwind Ultimately Tailwind is limiting: if you want to do Weird Stuff in your CSS, it’s not always possible with Tailwind. Those limits can be extremely useful (a lot of this post is about me reimplementing some of Tailwind’s limits!) but at this point I’d like to be able to pick and choose.
28 April
7 April
From one piece Should Designers "Code"? 2 beliefs · lukew.com
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Their words
There's a question that never goes away in design: should designers code? My answer has always been yes. But for a decade or so, the complexity of front-end development made it impractical for most. Thankfully, AI coding agents have reopened the door.
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Their words
For years, it was faster to mock up software than to ship it. Designers stayed "ahead" of engineering with prototypes. Now AI coding agents make development so much faster that the loop has flipped.
4 April
3 April
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Their words
the likelihood of inspiring someone to build a competitor was too high, and the return on sharing was too low to justify the exposure. That threshold has effectively collapsed to zero.
The Increasing Risk of Building in Publicthebootstrappedfounder.com
1 April
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Their words
it required a different way of thinking and the cognitive load might be a little higher but the output is dramatic and we have seen our best engineer double their output.
24 March
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Their words
Education is not something that can be done to someone; it’s something that requires at least a minimal act of will from the learner, and no reform agenda can engineer that away.
20 March
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korrents.com
What limits you with coding agents is your own skill at stringing them together, not the capability of the models.Their words
I think to a large extent you feel like it's a skill issue. It's not that the capability is not there. It's that you just haven't found a way to string it together of what's available.
19 March
From one piece Simon Willison: Engineering practices that make coding agents work - The Pragmatic Summit 3 beliefs, in the piece's order there
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Their words
the key thing about TDD is that it means that the agents won't write more than they need to.
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Their words
I think I see people who are writing code with coding agents and they're not writing any tests at all. That's a terrible idea.
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Their words
I think that might be what saves us. I think the fact that no, you can't have one engineer and have him do a thousand projects because after three hours of that he's going to literally pass out in a corner.
11 March
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Their words
So I think we're in a weird limbo for the rest of this year okay where until the UIs arrive that are good enough for everybody who can't read everybody who can't read is going to be a severe disadvantage.
2 March
1 March
13 February
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Their words
But the quality of these systems isn't just in the code they write. It's also in the code I don't have to write. And maybe more importantly, their actual value is in the code I would never have written, or could never have written, or never would have wanted to write.
When Long-Term Investments Finally Pay Offthebootstrappedfounder.com
12 February
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Their words
It's the same way as you have to play with a guitar before you can make good music. It's, it's not, oh, I, I touch it once and it just flows off. It, it's a, it's a, a skill that you have to learn like any other skill.
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korrents.com
Being an excellent programmer is a burden rather than an advantage when learning to work with coding agents.Their words
It’s actually how good they are at programming is almost a burden in their ability to empathize with the system that’s starting from scratch. It’s a totally new paradigm of, like, how to program. You really, really have to empathize.
23 January
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korrents.com
Direct communication with customers matters more than small, incremental product tweaks.Their words
That communication with the customer is more important than minimal, gradual improvement.
19 January
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Their words
But with today's AI coding agents, building software is remarkably easy. So instead of handing over static assets and static guidelines, designers can deliver custom software. Tools that let clients create their own on-brand assets whenever they need them.
12 January
11 January
8 January
7 January
3 January
1 January
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Likedrcmnd.app
Number Go UpTheir words
I didn't read much non-fiction this year, but the best of what I did read was Zeke Faux's Number Go Up about the cryptocurrency bubble. This book will not change anyone's mind, but it's a readable and entertaining summary of some of the more obvious cryptocurrency scams. I also had enough quibbles with it to write an extended review, which is a compliment of sorts.
31 December 2025
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Their words
I run in YOLO mode all the time, despite being deeply aware of the risks involved. It hasn’t burned me yet... ... and that’s the problem.
26 December 2025
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Lovedrcmnd.app
A Little History of the WorldTheir words
This was probably my favorite book of the year. Gombrich wrote it in six weeks at age 26, aiming to explain world history to children. The result is remarkably readable.
22 December 2025
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Their words
A very good and readable book on this interaction, with excellent discussions of Donna Summer, Stevie Wonder, La Monte Young, and Penderecki, among many others.
21 December 2025
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Recommendsrcmnd.app
Our Dollar, Your ProblemTheir words
This book manages to pull all of that together in a way that's genuinely readable and engaging, helped along by anecdotes from his own policymaking experience that both clarify the arguments and make them feel concrete and accessible to a much broader audience.
30 November 2025
11 November 2025
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Lovedrcmnd.app
Letters From an Imaginary CountryTheir words
Theodora Goss's latest book of short stories is 'Letters From an Imaginary Country,' and it manages to be one of the most voraciously, delightfully readable books I've ever read and it's one of the most writerly books, too. What a treat!
17 October 2025
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Their words
And I kind of feel like the industry it's it's um it's over it's it's making too big of a jump and it's trying to pretend like this is amazing and it's not. It's slop and I think they're not coming to terms with it and maybe they're trying to fund raise or something like that.
14 October 2025
11 September 2025
25 August 2025
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Recommendsrcmnd.app
Claude CodeTheir words
TL;DR: Ghostty + Claude Code + minimal tooling = maximum productivity.
15 August 2025
25 June 2025
12 May 2025
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Their words
Sometimes designers will go to great lengths to make a user interface novel, or minimal, or simple. This is the wrong goal. Novelty, minimalism or simplicity are good heuristics for obviousness, but do not mistake the means for the end.
30 April 2025
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Likedrcmnd.app
The Iliad: A New TranslationTheir words
It's very readable, and captures a sense of what is, fundamentally, a very alien, and often ugly, story in a very alien, and often ugly, world, related in magnificent language.
12 February 2025
6 January 2025
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Their words
So I foresee a world with far more specialized code, with fewer generalized packages, and more readable tests.
19 November 2024
17 November 2024
30 September 2024
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korrents.com
Maya hieroglyphs must have been readable across several spoken languages, the way Chinese characters or Latin were.Their words
There must have been a way that multiple languages understood the same writing system. Or maybe there was something like Latin. You know how there was a period in Europe where most people were illiterate and there was this priesthood who all understood Latin and they wrote in Latin? Maybe the hieroglyphs represent a kind of Latin in the ancient Maya world.
25 August 2024
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korrents.com
Almost every one-to-one Telegram chat, and every group chat, is readable on Telegram’s own servers.Their words
The practical impact is that the vast majority of one-on-one Telegram conversations — and literally every single group chat — are probably visible on Telegram’s servers, which can see and record the content of all messages sent between users.
Is Telegram really an encrypted messaging app?blog.cryptographyengineering.com
19 August 2024
15 August 2024
1 July 2024
21 May 2024
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korrents.com
Rapidly growing organizations need a developer environment that works well out of the box for new engineersTheir words
In a rapidly growing organization, it's much more important to have a developer environment that "just works" out of the gate, with minimal setup pain for new engineers.
1 May 2024
1 February 2024
16 January 2024
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Their words
I suspect that in the future, it'll be easier to get models to output exactly what we need with minimal prompting, and these techniques will become less important.
4 November 2023
5 June 2023
11 May 2023
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Their words
Ships are great at carrying bulky and heavy stuff with minimal cost and energy usage. We need a battery chemistry that leans into that and sacrifices performance to reduce cost.
Why Battery Powered Cargo Ships are Compellingaustinvernon.site
31 March 2023
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Likedaffiliate linkrcmnd.app
Alberuni's India: An Account of the Religion, Philosophy, Literature, Geography, Chronology, Astronomy, Customs, Laws and Astrology of India about A.D. 1030Their words
It's mostly readable, though there are quite a few places where the translator calls for more research and this reprint, naturally, doesn't say whether it's been followed up *. In any event, I found this fascinating.
17 January 2023
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Likedrcmnd.app
The Linux Programming InterfaceTheir words
The Linux Programming Interface by Michael Kerrisk – an exhaustive reference on how Linux works. There are about a million chapters, but every individual chapter is pretty short and I find it quite readable.
10 December 2022
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Lovedrcmnd.app
Streets of Gold: America's Untold Story of Immigrant SuccessTheir words
Absolutely. It is incredibly enjoyable and readable. The authors, in a way that is very rare for economists, find small stories that paint big pictures for the points they make.
29 March 2022
2 March 2022
From one piece Write plain text files 2 beliefs, in the piece's order there
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Their words
That's why I only use plain text files. They are the most reliable, flexible, and long-lasting option.
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korrents.com
Plain text is the only format guaranteed to be readable on devices that do not exist yet.Their words
Every device, including ones long gone, and ones not invented yet, can read and edit plain text.
8 December 2021
23 November 2021
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Their words
Minimal-trust investigation is probably the single activity that's been most formative for the way I think.
3 September 2021
28 October 2020
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Recommendsaffiliate linkrcmnd.app
The Startup Owner's ManualTheir words
This is Steve Blank's textbook to starting a company. It's the Four Steps to the Epiphany, expanded and much more readable. If you want to deep dive into the Lean methodology, this is the book to read.
5 June 2020
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Likedrcmnd.app
suckless toolsTheir words
Suckless offers an alternative to this continuous cycle of bloat and meaningless redesign. Suckless tools aim to keep things simple, minimal, usable and hackable by default.
27 August 2019
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Usesrcmnd.app
KDE/PlasmaTheir words
My desktop is KDE/Plasma, tweaked to a minimal state, with very few widgets.
9 April 2019
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Mixed onrcmnd.app
How to Read LacanTheir words
Despite being very readable, this book never really came together.
9 August 2018
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Likedrcmnd.app
The Art of Readable CodeTheir words
What I liked about this book is that it gives you a series of techniques to make that smell go away.
14 March 2017
22 October 2013
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Mixed onrcmnd.app
AdiumTheir words
I use Adium for chat, because you can make it v. minimal, but Google's crippling of XMPP has made less useful and I have to use Gchat as well.
2 June 2013
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Recommendsrcmnd.app
NauseaTheir words
I chose Nausea for several reasons. One is that it's the first existentialist book that I ever read. It's what first made me curious to learn more, and that's exactly what the book does. It's readable, it's powerful, it's sometimes a bit ridiculous, but it's intense.
2 July 2012
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Likedrcmnd.app
Terminal.appTheir words
I use Zsh in the fantastically minimal Terminal.app.
13 September 2011
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Recommendsrcmnd.app
The Decline and Fall of the Roman EmpireTheir words
But the truth is that it remains incredibly readable. As I said before, it takes Tacitus as its model, who was famous for his waspish style, and a careful balancing and modulating of the sentences so that irony would be generated. This is what Gibbon does as well, and it means that not only is it an incredible work of scholarship but it is also compulsively entertaining. I really think that anyone who is prepared to give it a chance will find themselves smiling at the very least throughout it.
18 May 2011
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