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Zineb Bendhiba

@zinebbendhiba.com
678 followers 190 following 233 posts

Principal Software Engineer | @ApacheCamel 🐪 PMC member | Camel Quarkus · Java · AI · Open Source | Building technology that helps people build useful things | Speaker | Devoxx France & Morocco CFP Opinions are my own zinebbendhiba.com/bio

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LangChain4j @langchain4j.dev · 02/10/2026
#LangChain4j 1.21.0 is out! 🚀 Meet Decision Models: instant yes/no, choice and scale answers with probabilities. Decision Services turn any Java interface into a classifier. Plus model routing, re-ranking, tool selection, guardrails and agentic routing! github.com/langchain4j/...
github.com
Release 1.21.0 and 1.21.0-beta31 · langchain4j/langchain4j
Decision Models (experimental) This release introduces decision models: a new model type that answers questions about an input with typed answers and probabilities instead of generated text. They a...
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Zineb Bendhiba @zinebbendhiba.com · 01/10/2026
New post on my blog. 🤖 System One models: AI that doesn't generate text. It answers a question with a confidence score. I tried them in Java, two ways: Camel's semantic language and LangChain4j's decision API. Same demo: support ticket triage, local with Ollama.
zinebbendhiba.com
System One Models in Java: Camel's Semantic Language and LangChain4j's Decision API
I built the same support ticket triage twice, with Camel's new semantic language and with LangChain4j's decision API, against a System One model running on Ollama. Here is what I learned.
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Holly Cummins @hollycummins.com · 08/09/2026
16 new ones last month, in case anyone was wondering.
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Paris JUG @parisjug.org · 04/09/2026
🎉Les inscriptions sont ouvertes pour notre prochain événement #Java par Rémi Forax & friends www.parisjug.org 🏢 Renault Digital [ www.parisjug.org/location/ren... ] 📆 Mardi 08 Septembre 2026 à 19h00
parisjug.org
Bienvenue
Bienvenue au Paris JUG Le Paris JUG est un groupe d’utilisateurs Java ayant pour but de réunir les acteurs du langage (professionnels, communautés open source, institutions, étudiants, enseignants…) a...
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Denis @zwindler.fr · 08/09/2026
lettreouverte.afup.org
lettreouverte.afup.org
Lettre ouverte pour sauver les événements tech en France
Les événements tech français risquent de disparaître. Sponsorisez, achetez des places, adhérez.
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Devoxx France @devoxx.fr · 08/09/2026
Devoxx France 15ème édition 😎 L’une des plus grandes conférences en Europe revient du 7 au 9 avril au Palais des Congrès à Paris pour 3 jours de conférences. 🎟 La billetterie ouvre début novembre 2026. Soyez prévenu de toutes nos infos par ici : www.devoxx.fr/contact
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Zineb Bendhiba @zinebbendhiba.com · 07/08/2026
#ApacheCamel routes are now #AI tools. Define once with ai-tool. Use from LangChain4j, Spring AI, or any MCP client. Ships in Camel 4.22. camel.apache.org/blog/2026/08...
camel.apache.org
Camel Routes as AI Tools: Unified Tooling and MCP Server in Camel 4.22
Camel 4.22 introduces a unified AI tool abstraction and a built-in MCP server. Define a tool once as a Camel route, and it works with LangChain4j, Spring AI, and OpenAI. Tag it, and any MCP-compatible...
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Abdel Sghiouar @boredabdel.bsky.social · 30/07/2026
🚀The new Model Context Protocol (MCP) 2026-07-28 spec is here! Key highlights: ⚡️ A new stateless core 🧩 Standardized extensions 🔒 Hardened Auth Details here 👉 claude.com/blog/bringin... #MCP #AI #Developers #MachineLearning #TechNews
claude.com
MCP 2026-07-28 spec: stateless core, coming to Claude | Claude by Anthropic
The MCP 2026-07-28 spec is live, moving the Model Context Protocol to a stateless core with standardized extensions and hardened auth. Support is rolling out across Claude products soon. See what's ne...
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Zineb Bendhiba @zinebbendhiba.com · 27/07/2026
Courage ❤️‍🩹
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Zineb Bendhiba @zinebbendhiba.com · 27/07/2026
Courage ❤️‍🩹
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Markus Eisele @myfear.com · 17/07/2026
OPA reads facts, not language. Built a Quarkus MCP server where tool access is policy — manifests, trust tiers, scopes, and caller identity decide what each client sees. Denied tools stay hidden. www.the-main-thread.com/p/opa-quarku...
the-main-thread.com
https://www.the-main-thread.com/p/opa-quarkus-mcp-tools
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Iván López @ilopmar.bsky.social · 17/07/2026
Grab your🍿or your cup of☕️ and do not miss "Java: The Documentary". Tonight at 21:00 CEST www.youtube.com/watch?v=ZqGS...
youtube.com
LIVE PREMIERE July 17th, 7pm UTC | The Java Story | The Official Documentary
YouTube video by CultRepo
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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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LangChain4j @langchain4j.dev · 17/07/2026
#LangChain4j 1.18.0 is out! github.com/langchain4j/...
github.com
Release 1.18.0 and 1.18.0-beta28 · langchain4j/langchain4j
Notable Changes Introduce Belief-Desire-Intention (BDI) agentic pattern by @mariofusco in #5730 Add crash-resilient Human-in-the-Loop suspension and resume for agentic systems by @mariofusco in #5...
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Zineb Bendhiba @zinebbendhiba.com · 06/07/2026
Si tu fais un retour de tes impressions de l'IA dans Java, je veux bien voir :)
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Zineb Bendhiba @zinebbendhiba.com · 02/07/2026
I haven't submitted to any conference this year (postpartum life 👶). But my goal is at least one #Devoxx a year, so here we go! 🤞 Just submitted my talk to @DevoxxMA 🇲🇦 Your turn! CFP closes July 5th, hurry up! 👉 dvma26.cfp.dev/#/ #Devoxx #DevoxxMA
dvma26.cfp.dev
Call For Papers
The Call for Papers web app which allows authenticated users to submit talks and the program committee to review and rate them.
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Brian Vermeer @brianvermeer.nl · 23/06/2026
Java Conferences with closing CFP in the next 15 days: Devoxx Morocco Closes: 5 July 2026 If you want to add your conference, please submit it at javaconferences.org
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Jean-Phi Baconnais 🦎 @jeanphi-baconnais.gitlab.io · 12/06/2026
🐑 Il nous reste de la place pour notre prochain atelier de promotion du dév pour les enfants. 📍 Agence @zenikanantes.bsky.social 🗓️ 1er juillet de 14 à 17h 💻 Nous fournissons ordinateurs et robots 💵 Gratuit 😁 Toutes les informations et inscriptions : forms.gle/rBErBarqyjR8...
forms.gle
Inscription à l'Atelier de Programmation Zenika Nantes
Bonjour, Nous organisons le 1er juillet à l'agence Zenika de Nantes un atelier de promotion du développement auprès des enfants. Cette session gratuite, encadrée par plusieurs adultes, durera 2h et ...
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Guillaume @lours.me · 10/06/2026
J'ai eu la chance d'être invité par Bruno Soulez chez IFTTD pour échanger autour de Docker, Compose et Docker Sandbox: comment faire tourner des agents IA en sécurité sans freiner les devs 🐳 J'espère que ça vous intéressera 🎧 www.ifttd.io/episodes/doc...
ifttd.io
IFTTD #360 - Docker Sandbox : Sécuriser les agents IA sans ralentir les devs avec Guillaume Lours
"C'est important que je comprenne le code qui a été généré." Dans l'épisode 360 j'ai reçu Guillaume Lours pour parler de "Docker Sandbox"
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Zineb Bendhiba @zinebbendhiba.com · 11/06/2026
Tu sais si c est enregistré ?
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Stéphane Philippart @wilda.bsky.social · 11/06/2026
En route pour le #DevQuest Niort 🚄. On se retrouve demain pour un lab avec @langchain4j.dev pour découvrir comment ajouter de l'IA à vos applications #Java 🤖. 🎟️ www.devquest.fr/sessions/ajo...
devquest.fr
Ajouter de l'IA à nos applications : et si c'était aussi simple qu'ajouter une librairie ? — DevQuest 2026
Stéphane Philippart · L'intelligence artificielle et les LLM commencent à faire partie de nos vies personnelles mais aussi professionnelles. Si on est habitué•es à les utiliser régu…
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Otavio R. Piske @orpiske.net · 06/06/2026
Here's the tips I'm following: zinebbendhiba.com/posts/from-j...
zinebbendhiba.com
From Jekyll to Quarkus Roq: Migrating My Blog as a Java Dev
How I migrated my blog from Jekyll to Quarkus Roq, then from the default theme to custom Tailwind CSS, with Claude Code.
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Zineb Bendhiba @zinebbendhiba.com · 06/06/2026
Awesome !
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Otavio R. Piske @orpiske.net · 06/06/2026
Just me watching a coding agent migrate 15+ years of blog posts from Wordpress to @quarkus.io Roq with the tips I got from @zinebbendhiba.com 😇 Pretty smooth migration so far ...
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Quarkus @quarkus.io · 29/05/2026
Join us next Monday, Jun 1st, at 9am EST for Quarkus Insights Ep. 249 as Phillip Krüger joins us to discuss methods, strategies and best-practices to leverage AI's code assist agent with Quarkus to quickly build amazing apps. bit.ly/quarkusinsig... #java #quarkus #quarkusinsights
Quarkus Insights Ep. 249, "Using Code Assist agents with Quarkus" with Phillip Krüger.
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Andrea @andreatp.bsky.social · 27/05/2026
Announcing Endive, a WebAssembly runtime built natively for the JVM, now a Bytecode Alliance project. Zero native dependencies. One JAR, every OS. Check it out: endive.run bytecodealliance.org/articles/end...
endive.run
JVM native WebAssembly runtime | Endive
Endive is a JVM native WebAssembly runtime with zero native dependencies.
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Zineb Bendhiba @zinebbendhiba.com · 28/05/2026
Camel Quarkus 3.36.0 released 🚀🚀 camel.apache.org/blog/2026/05... #ApacheCamel #Quarkus
camel.apache.org
Camel Quarkus 3.36.0 Released
Camel Quarkus 3.36.0 Released
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Zineb Bendhiba @zinebbendhiba.com · 21/05/2026
#ApacheCamel Quarkus 3.36.0 release is under vote !
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Zineb Bendhiba @zinebbendhiba.com · 06/05/2026
Ce soir, je serai au meetup Duchess France pour parler d'intégration intelligente ! De l'intégration classique à l'intégration autonome, en 3 niveaux. Hâte de vous y retrouver ! luma.com/p3bidzcf
luma.com
Anniversaire Duchess France · Luma
Duchess France fête ses 16 ans ! Venez festoyer ! Quand ? le 6 mai Où ? Locaux de Deezer, Paris Au programme: 18h: ouverture des portes 18h45: présentation des…
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Zineb Bendhiba @zinebbendhiba.com · 23/04/2026
Écrire du code à la main est un anti-pattern @DidierGirard et Marie Crappe à @DevoxxFR
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Zineb Bendhiba @zinebbendhiba.com · 22/04/2026
See you at @devoxx.fr !!
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Max Rydahl Andersen @maxandersen.xam.dk · 16/04/2026
Next week Zineb and I are hosting "Meet with Quarkus". It's my first Devoxx France so looking forward to it and especially since Markus Eisele brought me a few gifts to share :) youtu.be/6zFla1JpKBU
youtu.be
- YouTube
Enjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube.
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Zineb Bendhiba @zinebbendhiba.com · 11/04/2026
Joyeux anniversaire 🎂
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Zineb Bendhiba @zinebbendhiba.com · 31/03/2026
Congrats 🎉
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Zineb Bendhiba @zinebbendhiba.com · 31/03/2026
I tested small local LLMs on my M2 Pro (16 GB) to triage my Gmail. Most failed. Gemma3:4b won. Here's the full journey 👇 zinebbendhiba.com/posts/i-test...
zinebbendhiba.com
I Tested Local LLMs to Triage My Gmail. Here's What Worked.
I tested several local LLMs on my M2 Pro to build a Gmail triage agent. Here's what I learned about choosing the right model for real agentic use cases.
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Zineb Bendhiba @zinebbendhiba.com · 28/03/2026
Best advice of the weekend from @lescastcodeurs.com podcast: in the latest episode, @emmanuelbernard.com shared how he uses a SKILL.md file to build new skills. Of course, I made one today and used it right away to create an #ApacheCamel developer skill.
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Zineb Bendhiba @zinebbendhiba.com · 18/03/2026
Awesome !
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Sunny Tech @sunnytech.bsky.social · 27/02/2026
🦩 J-2 avant la fermeture du CFP Sunny Tech ! Ce talk qui traîne dans un coin de ta tête ? C'est maintenant ou jamais de le proposer 😎 On cherche des personnes passionnées, avec l'envie de partager ! 👉️ ️ sunny-tech.io/cfp #SunnyTech #CFP #DernierJour
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Zineb Bendhiba @zinebbendhiba.com · 27/02/2026
💯
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Zineb Bendhiba @zinebbendhiba.com · 26/02/2026
Congrats 🎉
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Zineb Bendhiba @zinebbendhiba.com · 26/02/2026
New house ?
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Eric Deandrea @ericdeandrea.dev · 23/02/2026
I'll be at @devnexus.bsky.social 2026 in Atlanta next week helping to promote Open Source, and specifically @langchain4j.dev! Come by booth 27 in the open source area and say hi (& also play a cool game that I built using @langchain4j.dev, agents, and @intellijidea.com)!
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Zineb Bendhiba @zinebbendhiba.com · 20/02/2026
Apache Camel MCP Server: Bringing Camel Knowledge to AI Coding Assistants camel.apache.org/blog/2026/02... #ApacheCamel
camel.apache.org
Apache Camel MCP Server: Bringing Camel Knowledge to AI Coding Assistants
Introducing the Camel MCP Server, a Model Context Protocol server that exposes the full Camel Catalog, route validation, security analysis, and more to AI coding assistants like Claude Code, OpenAI Co...
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Devoxx France @devoxx.fr · 20/02/2026
🎉 Les résultats du CFP #DevoxxFrance 2026 sont tombés ! • 1090+ propositions • 270 speakers sélectionnés • 3 jours de conférences épiques • +4000 devs attendus ! 🗓️ RDV du 22 au 24 avril à Paris ✅ Résultats → m.devoxx.com/events/devox... 🎟️ Billetterie → reg.devoxx.fr
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Zineb Bendhiba @zinebbendhiba.com · 20/02/2026
Great catching up with my former Red Hat coworkers at yesterday’s #ParisJug meetup! ☺️ (Someone’s missing in the pics! ) @sebi2706.bsky.social @sunix.org @ehsavoie.bsky.social
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Zineb Bendhiba @zinebbendhiba.com · 19/02/2026
Soirée #LangChain4j au @parisjug.org avec un talk de @agoncal.bsky.social, puis un 2ème talk de @ehsavoie.bsky.social et @yblazart.bsky.social #quarkus #cdi #java #jakartaee
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Zineb Bendhiba @zinebbendhiba.com · 18/02/2026
Les IA sont en train de tuer notre expérience de RS et on va très certainement quitter les RS bien avant notre mort. Laissant des comptes qui sont des IA. Si leurs users IA désirent de continuer à poster après leurs morts, why not ?
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Cédric Champeau @melix.champeau.me · 18/02/2026
Today, @maxandersen.xam.dk and I are happy to announce TamboUI, a terminal UI framework for the Java ecosystem! melix.github.io/blog/2026/02...
melix.github.io
Cédric Champeau's blog: Announcing TamboUI
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Max Rydahl Andersen @maxandersen.xam.dk · 18/02/2026
Announcing TamboUI xam.dk/blog/announc...
xam.dk
Announcing Tamboui - @maxandersen
Announcing TamboUI Announcing TamboUI Note This blog post is co-authored by Cédric Champeau (Micronaut) and Max Rydahl Andersen (Quarkus), and cross-posted o...
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Arnaud Héritier @aheritier.net · 11/02/2026
You should start to receive acceptation/rejection emails. Do not panic if you don't get one right now, I won't send 100% of the selection today the time for me to adjust it a bit based on first answers. I do my best to have an answer for everyone by the end of the week.
media.tenor.com
a blue envelope with a red notification that reads 969
ALT: a blue envelope with a red notification that reads 969
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