iiinova — where your digital self keeps evolving

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Ciaran Martin @ciaranm.bsky.social · 29/09/2026

I was wrong. It’s happening

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Bite Code! @bitecode.dev · 27/09/2026

One of my oldest python pet peeves, fixes.

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Python Hub @pythonhub.dev · 24/09/2026

Django: serve the change password well-known URL Adam Johnson explains how to implement the standard /.well-known/change-password URL redirect in Django using RedirectView, helping password managers direct users to their password change… adamj.eu/tech/2026/09/16/django-cha…

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Bite Code! @bitecode.dev · 24/09/2026

It feels like the 2000' again where I used to see people send PHP spaghetti through FTP directly to prod as root. It did bring innovation at a crazy pace. And some disasters. But boy was it fun.

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Bite Code! @bitecode.dev · 24/09/2026

Situations that were scary just 2 years ago because it would take months to fix are now just a blip. Data migration, schema changes, cache settings, offloading work, it's just one wish away. Of course, the downside of this is that it's tempting to just try something in prod and see how it goes.

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Bite Code! @bitecode.dev · 24/09/2026

Refactoring, changing the whole structure of your project and entire workflows, is so incredibly easy with AI. It can do it quickly, and with the confidence of a gigantic test suite with 100% coverage, env sim, fake data, etc.

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Bite Code! @bitecode.dev · 24/09/2026

Making architectural mistakes is so cheap to fix nowadays; I'm amazed. This is the next step of agile: the short feedback loop continues after putting stuff in prod, because you can so quickly see when you didn't account for something and fix it.

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Bite Code! @bitecode.dev · 23/09/2026

(I'm contacted for all kinds of bonkers things, so I'll add it to the pile) I'm keeping the whole thing in clear because I don't think I'm actually doxxing a real person; the chances that a human wrote this are very low.

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Bite Code! @bitecode.dev · 23/09/2026

Unrelated, but I have a lot of calls to "unsubscribe" in emails that are not in the subscription format. I assume it's to pass spam filters, or maybe it's an artifact of LLM writing more and more emails and thinking it's what you need to do. It can give really funky vibes...

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Bite Code! @bitecode.dev · 23/09/2026

Seems to work in everything: politics, marketing, and apparently cold emails to bloggers.

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Bite Code! @bitecode.dev · 23/09/2026

You can't make that stuff up, they literally call their artificial SEO spam links "Natural links". I think the real bitter lesson of 2020 is that if you are doing something bad, you should call it the absolute opposite of what you are doing, with zero shame.

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Bite Code! @bitecode.dev · 23/09/2026

In fact, I have been accused several times of generating my articles, which just show the state of confusion the world is in right now.

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Bite Code! @bitecode.dev · 23/09/2026

Thinking more and more about going through all the pictures on the blog and replacing the ones that scream AI, like the ones I use for laughs on the "what's up" articles. Many people have very strong anti-AI reactions and assume that the content will not be written by a human either.

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Bite Code! @bitecode.dev · 23/09/2026

What's all this noise about Jev? www.bitecode.dev/p/whats-all-this-n… Typesafe AI made a lot of noise by releasing a new model called Jev. Half of the community scream it's genius. The other half say it's overhyped. Let's have a look, and a little bit of Python, shall we?

bitecode.dev

What’s all this noise about Jev?

Of course people are already calling for overhype...

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yen is building stuff @weiyen.net · 22/09/2026

All math problems can be solved with linear algebra

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Sebastián Ramírez @tiangolo.com · 21/09/2026

A couple of SQLModel releases in a row, latest is 0.0.45 ✨ Potentially breaking change: datetime now uses UTC by default (as it should be) 🚨 sqlmodel.tiangolo.com/advanced/dat...

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Bite Code! @bitecode.dev · 22/09/2026

It definitly can. I use it exactly for this, and many other such annoyances: hours tracking form, administrative requests, French BPF... It works great. In fact it's better at this than writing a conference paper. Creating content with AI generates bland stuff. Paperwork can be bland.

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Bite Code! @bitecode.dev · 22/09/2026

Oh, I very much use AI for paper work, and I don't for writing, so I'd say PEBKAC.

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Python Hub @pythonhub.dev · 17/09/2026

Astral's python distribution is fast www.reddit.com/r/Python/comments/1w…

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Bite Code! @bitecode.dev · 18/09/2026

Note that since then, the playing field has be leveled by the fact AI can do a lot of that for casual users. They have kinda of a expert at their disposal all the time. Right now most people are not using this at its maximum potential, but it is slowly changing.

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Eric Maugendre @data.yt · 18/09/2026

´Technical people are blind to the fact they automatically solve dozens of problems every day in their regular workflow, any single one big enough to block another user for a few hours. Without even thinking about it.´ — @bitecode.dev www.bitecode.dev/p/why-not-te... #learning #computing #CS 🧵

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Seth Larson @sethmlarson.dev · 17/09/2026

The lovely folks from @rust-lang.org pinged me in a mutual security discussion channels about these ongoing attacks: There's no reason attackers wouldn't do the same to maintainers of Python projects. Report weirdness to security@python.org so we can alert others if needed. #python #security

blog.rust-lang.org

Be alert: targeted attacks on prominent Rustaceans | Rust Blog

Empowering everyone to build reliable and efficient software.

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Bite Code! @bitecode.dev · 17/09/2026

Yes! Slow Horses starts season 6; The Gentlemen season 2 rocks and President Curtis is a hell of a good surprise! Sept 2026, the bay's tide is rising! (And www.stremio.com is still a great way to sail it provided you install the right plugins, just saying)

stremio.com

Watch videos, movies, TV series and TV channels instantly.

Watch your favorite videos, movies and TV series.

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Bite Code! @bitecode.dev · 17/09/2026

Welp, apparently just got notebook support; how nice of the author. (who is totally not me)

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Python Hub @pythonhub.dev · 17/09/2026

Python sets and dictionaries can have quadratic-time performance lemire.me/blog/2026/09/03/python-se…

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Bite Code! @bitecode.dev · 17/09/2026

Instruction both for humans and ready to paste for agents. I'm stealing that.

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Bite Code! @bitecode.dev · 16/09/2026

(And also the presenter is doing a great job at giving the geeky juice in a digestible format)

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Bite Code! @bitecode.dev · 16/09/2026

If it needs fuzzy, it can delegate to an LLM. It also assigns probabilities of correctness to outputs. The video demo makes it all clearer than their home page: www.loom.com/share/18c4dbcf8db546df…

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Bite Code! @bitecode.dev · 16/09/2026

A very interesting novel take on AI: typesafe.ai In short, it's a new type of model that wants to sit between a user and software. It's good at quickly and reliably turning what a user wants into the right API calls.

typesafe.ai

Home - TypeSafe AI

TypeSafe AI is an AI lab building machine-native intelligence infrastructure for automation, designed to make decisions within software. Try our first System One Model, Jev, in early access.

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Trey Hunner @trey.io · 14/09/2026

Python Tip #257 (of 365): Consider "import datetime as dt". 🧵 The fact that the datetime module and the datetime class are spelled the same way is VERY confusing. #Python #DailyPythonTip

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WebDesignMuseum @webdesignmuseum.org · 15/09/2026

On September 15, 2008, as part of the Stack Exchange network, Jeff Atwood and Joel Spolsky created the Stack Overflow website for programmers to ask and answer questions.

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Python Hub @pythonhub.dev · 15/09/2026

Reading __dict__ once permanently deoptimizes attribute access Since 3.11 attribute access has not been a dict lookup, and reading __dict__ once takes the specialized path away for good deadlovelll.github.io/2026-09-05-re…

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Bite Code! @bitecode.dev · 14/09/2026

The article editor still needs some love, I really want a better image story, and more battle testing is necessary after switching for real of course. But it's damn nice.

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Bite Code! @bitecode.dev · 14/09/2026

Another benefit of ditching Substack Notes and LinkedIn, because they make automated posting very hard. Screw them, I'm making free quality content for their platform, they should make my life easy. Honestly, this blog platform is getting so good; maybe I should open it to other writers eventually.

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Bite Code! @bitecode.dev · 14/09/2026

I must say having a note editor in the new blog is a blast. Cross-publishing with platform-specific adaptations on the fly is such a fantastic time saver.

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Bite Code! @bitecode.dev · 14/09/2026

Good luck finding this out or god forbid making a script for it if you don't have an AI at your disposal.

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Bite Code! @bitecode.dev · 14/09/2026

Playing background videos on mobile is an uphill battle. You need firefox + an addon for sites like YouTube that want you to pay for it then disable 1 to 4 hidden optimization settings and white list firefox.

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Bite Code! @bitecode.dev · 12/09/2026

It is impressive, espacially since it didn't have internet access, but it wasn't from first principle, the model had a lot of knowledge of the game in training data:

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Bite Code! @bitecode.dev · 10/09/2026

Ya know, you no clip one little asteroid and suddenly everyone expects you to walk on water!

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Python Hub @pythonhub.dev · 09/09/2026

Working to Make Python Lazy iscinumpy.dev/post/flake8-lazy

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Ellie Huxtable @ellie.wtf · 14/07/2026

atuin ai is now open source 🐢✨ you can self host the atuin ai backend! - byok - local models - simple stateless dockerfile - apache licensed

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Bite Code! @bitecode.dev · 08/09/2026

The hard part for this kind of tool is to make the mobile experience not awful. I didn't say good, mind you, it's not possible. Writing code yourself on mobile sucks no matter what. But with some tweaks we can make it bearable. One of the tricks is to provide toolbars for hard-to-reach stuff:

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