iiinova — where your digital self keeps evolving

As to how it's integrated into teaching programming ... that's the current $1B question in education. You have to reinvent everything. I'm glad other people are trying to figure this out 😅

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Access to more expensive models is very limit in the low-cost personal plans. Large tasks will eat your 5h-window budget really fast. Which makes it hard to learn how to properly scope bigger tasks. But you should probably start small anyway when you use these things, so no biggie.

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Disclaimer: I use Claude Code, both at work and personally.

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AI Coding Agents: Adoption Trends - The JetBrains Blog

If you'd rather stay stable for a bit, Claude Code seems to have the biggest market share and trending upwards (e.g. this survey: blog.jetbrains.com/research/202...). They've been a trend setter for a while now, so you can probably generalize from there too.

blog.jetbrains.com

How many developers use AI coding agents (Claude Code, Codex, Cursor, JetBrains Junie, and others)? Evidence from the Developer Ecosystem Survey 2026.

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Daniel Garnier-Moiroux @garnier.wf · 02/09/2026

The space is very fluid and what is The Best™ tomorrow may only last for a few months. Annual billing is probably not what you want if you are exploring the space. Get a monthly plan and explore a few things.

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This is extremely helpful. Do this! I won’t read LLM generated stuff - unless I wrote the prompt myself. OTOH, I’ll happily read you! (Also please do this when you submit a PR, rather than blurting out an LLM summary that noone will read)

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Damn I went back to the original, sixteen years and it hasn't aged a bit www.kalzumeus.com/2010/06/17/f... " 27. My system will never have to deal with names [...], or the Klingon Empire, all of which have “weird” naming schemes in common use. 28. That Klingon Empire thing was a joke, right? "

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Or that names only contain alphabetical characters 😏 ... or that you even have a last name in the first place?

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Et pour fêter dignement l'anniversaire, @jetbrains.com nous a envoyé un carton de surprises 🎁 On a hâte de vous retrouver!

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Soirée Spring AI en pratique, Tue, Jun 16, 2026, 6:45 PM | Meetup

Salut la communauté Spring 🍃 Lundi prochain (7 septembre), on fête les 15 ans de @kotlinlang.org au Spring Meetup Paris! - @seb.deleuze.fr nous parlera des nouveautés Kotlin dans Boot 4 - @starbuxman.joshlong.com fera du live-Koding Spring Inscriptions -> www.meetup.com/spring-meetu...

meetup.com

Hello à toutes et tous, Merci à **MARGO** de nous accueillir pour une soirée Spring AI en pratique! Au programme: **19h - Meryem Arroussi** & **Achraf Hasbi (MARGO) -**

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Daniel Garnier-Moiroux @garnier.wf · 28/08/2026

Ha, so that’s why they’re called hail“stones”. Not even the biggest one, just the first I could grab.

Open palm holding a 4-5cm hailstone, ragged edges, like some mutant ice cube.
In the background, a flooded balcony with heaps of ice in the potted plants.

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Daniel Garnier-Moiroux @garnier.wf · 24/08/2026

This is pretty cool. (Turning on the Graal-signal 🦇 @alina-yurenko.bsky.social)

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BDX I/O @bdxio.bsky.social · 24/08/2026

Associez votre marque à l'événement tech phare de la région ! Rejoignez les sponsors de BDX I/O pour soutenir la communauté, booster votre visibilité et valoriser votre marque employeur. Dossier & opportunités : bdxio.fr/Sponsors

bdxio.fr

BDX I/O

BDX I/O est une conférence pour les développeur•euse•s, sur les technologies de demain, organisée tous les ans depuis 2014 à Bordeaux.

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Daniel Garnier-Moiroux @garnier.wf · 22/08/2026

Search loss.jpg but that’s a 2000s era webcomic

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Spring AI @spring-ai.bsky.social · 21/08/2026

Spring AI 2.0.1 is live 🎉 First maintenance release since 2.0 GA - 80+ issues/PRs, 7 CVEs, and some frequently-requested features landed: configurable tool call limits, OpenAI audio streaming, Google GenAI image generation, and a big round of streaming/tool-calling fixes. spring.io/blog/2026/08...

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Reposted by Daniel Garnier-Moiroux

BDX I/O @bdxio.bsky.social · 17/08/2026

Dev, Prod, QA, Design, Ops… BDX I/O croise les regards pour vous offrir des contenus riches et transversaux. (Programme en cours de finalisation, sujet à de légers ajustements) Choisissez vos sessions & prenez votre billet : www.billetweb.fr/bdx-i-o-2026 Votre métier dans la tech en un emoji ?

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Daniel Garnier-Moiroux @garnier.wf · 15/08/2026

And it gets worse every month 😂

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Daniel Garnier-Moiroux @garnier.wf · 15/08/2026

ha, if only you had called it “Java is a terrible mess and I will make you suffer for 3 hours _with AI_” 🙈

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If your workflow is LLM-heavy, I have no quarrel - if you invest in a particular project building dedicated context files, skills, etc, it’s another way of putting in the work. As for drive-by, again, only if maintainers agree to it :)

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I think it also applies to other projects. LLM-generated code is fine! And if maintainers accept big contributions without prior discussion, that’s fine too! (but don’t do it if they don’t want that) Mostly im saying: for becoming a long-term contributor, that’s not the way to go.

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if this is just driving coding agents, I can do it just as well as anyone else - describing the problem should be more than enough. But if it’s about contributing, you should probably take the time to build that context for yourself. We get too many drive-by PRs and we have to prioritize them.

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Daniel Garnier-Moiroux @garnier.wf · 08/08/2026

I disagree - a fix is not enough. Engineers works within constraints. I If my window leaks too much air and you seal it shut with silicon, it fixes the leak, great! But I won’t be able to open it again, not so great. the maintainers’ job is to have that context - please make it easy for us!

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If you're doing this for credibility, I'm not sure that's going to work long term. Want to contribute? Use the project, test the limits, find bugs, report them, suggest improvements. Show that you've got skin in the game and are ready to put in the work - we'll happily take your contributions :)

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Daniel Garnier-Moiroux @garnier.wf · 08/08/2026

Y'all are creating a lot of noise, and not doing _any_ of the engineering work. When we say "not like this because <reason>" and get an LLM-generated fix within 5 minutes, what have you learned? Have you furthered your understanding of the project so that the next PR is better?

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Daniel Garnier-Moiroux @garnier.wf · 08/08/2026

Being an Open Source Contributor™ has long been perceived as a badge of honor. But today, people pointing their LLM at some random issue that they have no interest in, without reading or understanding the output... Some of it gets merged, so what is "I contributed to X" worth anymore?

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Daniel Garnier-Moiroux @garnier.wf · 29/07/2026

its stabilizing on the auth front. There are still challenges, but most evolutions in the spec are related to specific corner cases in oauth and implementation guidelines. on the spring side, quite a lot is covered by using Spring Security which already has solid OAuth support.

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Devoxx Belgium @devoxx.com · 17/07/2026

⏰ LAST DAY to submit your talk for Devoxx Belgium 2026! Share what you’ve built, learned, solved or explored with the Devoxx community. CFP closes today at 23:59 CEST 👉 dvbe26.cfp.dev

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Daniel Garnier-Moiroux @garnier.wf · 15/07/2026

Leave it in! The mark of 100% LLM-free proposal 😁

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Devoxx Belgium @devoxx.com · 14/07/2026

Four days until the #Devoxx Belgium CFP closes. Here are the current stats 🔥🚀 👉 dvbe26.cfp.dev

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Spring I/O @springio.net · 10/07/2026

🍃 Architectural Patterns for Spring Security You Wish Your Tech Lead Knew by Cristian Schuszter @ Spring I/O 2026 ▶️ Video: youtu.be/QXQiGS9CL20 🔗 Slides: 2026.springio.net/slides/archi... #springio26

youtu.be

Architectural Patterns for Spring Security You Wish Your Tech Lead Knew @ Spring I/O 2026

YouTube video by Spring I/O

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Spring I/O @springio.net · 10/07/2026

🍃 Idiomatic @kotlinlang.org applications with Spring Boot 4 by @seb.deleuze.fr @ Spring I/O 2026 ▶️ Video: youtu.be/wcVg4fqYIy8 🔗 Slides: 2026.springio.net/slides/idiom... #springio26

youtu.be

Idiomatic Kotlin applications with Spring Boot 4 by Sébastien Deleuze @ Spring I/O 2026

YouTube video by Spring I/O

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Monthly reminder that I use IntelliJ at work, and I pay for a personal license too - cheaper than Netflix! You won’t guess which of those brings the most value 🙊

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JetBrains (behind @intellijidea.com) is such an amazing company for the Java community (and others). In the show they produce, they invite @martinlippert.bsky.social who works on VSCode and Eclipse tooling for Spring - competing solutions! Because perspective matters. Thanks Marco and team 🙇

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But techies who decided to leave X mostly moved to bsky, and sadly Mastodon never drew a big tech crowd. Anyway I’d rather have a much much smaller community than support X 🤷

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My experience of Mastodon has been that there are very small pockets of active users and the discussion is good, but not frequent. The only truly vibrant community in my feed was centered around politics. But hey, you've convinced me to give it another go :)

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Nothing warms a maintainer's heart more than "I ran into this myself. I diagnosed the issue. I submitted a fix to the upstream library you depend on. I tested the fix." Hat tip, sir! github.com/modelcontext...

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