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Christophe DUC

@christopheduc.me
5.2K followers 410 following 954 posts

👨‍💻 15y+ in IT 🧠 AI Enthusiast - Local AI 🗣️ Sharing my #solopreneur & #buildinpublic journey Ⓜ️ medium.com/@christopheduc 📸 Photography and 🚴 zwift cycling 🇫🇷 France, Lyon

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Christophe DUC @christopheduc.me · 30/09/2026
You can find the next step : installing the ai agent into my local mac mini M6 : medium.com/@christophed... Medium claps/follows appreciated 🙏 🫶 #buildinpublic #indiehacker #tech #ai #LLM
medium.com
I Turned the New Mac mini M6 Into a Private AI Agent Server
Setting up Hermes Agent with a local Gemma 4 model: no cloud, no subscription, and two gotchas that will save you an hour.
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Christophe DUC @christopheduc.me · 23/09/2026
I did some tests for running local AI with my New Mac mini m6 32GB. I wrote an article about it : medium.com/@christophed... #apple #ai #llm #opensource #hermes
medium.com
New Mac mini M6 : No Cloud, No Subscription: Running local AI Models
First benchmarks with MLX and why Mixture-of-Experts models are the sweet spot for this machine.
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Christophe DUC @christopheduc.me · 22/09/2026
New Mac mini M6 arrived right on time! Can't wait to see what it can do for local AI paired with a Hermes agent 👀
Apple Mac mini m6
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Christophe DUC @christopheduc.me · 20/09/2026
Pic of the day 📸 iPhone 16 pro max 2024
Iguane
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Christophe DUC @christopheduc.me · 28/08/2026
A friend built an app to help you stop procrastinating on your phone. No blockers. No gamification. No streaks. Just one question the moment you open an app: "why are you opening this ?" One second to answer, and the reflex turns back into a choice. pourquoi.app
pourquoi.app
pourquoi.app | Récupérer du temps pour ce qui compte vraiment
App sobre pour reprendre conscience de l’usage du téléphone : une question au bon moment, des réponses simples, des stats lisibles. Sans bloqueur ni gamification. Sur iPhone et Android.
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Christophe DUC @christopheduc.me · 27/08/2026
Many rumors are incoming : the new Fable 5.1 could be released today 🔥 #ai #openai #llm
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Christophe DUC @christopheduc.me · 26/08/2026
I dusted off my old cluster of four Raspberry Pi 3 Model B boards (1GB RAM, 16GB SD card each) What could I tinker with in terms of AI, agents or related projects ? #ai #llm #local #raspberrypi #tech
Cluster of 4 raspberrypi
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Christophe DUC @christopheduc.me · 25/08/2026
After waiting so much time for the new Mac Mini, here we go for local AI agents: Hermes, Qwen… AI lab with new M6 Silicon ! let’s go, can’t wait one more month!
Purchase of Mac mini m6 32gb
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Christophe DUC @christopheduc.me · 24/08/2026
Who really stopped using closed source harness like Claude Code or Codex for OpenCode or the latest DeepSeek based harness ? 🧐 What’s your feedback about this switch ?
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Murena @murena-com.bsky.social · 18/08/2026
📲 Buy the new Fairphone (Gen.6+) with /e/OS and receive multiple gifts! – EU offer For every Fairphone (Gen.6+) purchase on murena.com, you get 🔸2 accessories of your choice from our list 🔸1 TB Murena Workspace + Murena MDM for 1 year 👉 Claim your gifts: murena.com/products/sma...
New Fairphone (Gen.6+) with Murena's /e/OS now available on Murena.com
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Christophe DUC @christopheduc.me · 18/08/2026
Who is really using FULL local hermes or ai workflow ? What’s your setup ? And your use case 🤓
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Christophe DUC @christopheduc.me · 17/08/2026
How many companies froze right now because of GitHub dependency? 😬
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Christophe DUC @christopheduc.me · 04/08/2026
I’m searching for a Hermes or OpenClaw tutorial/boilerplate/GitHub repository… for creating an agentic developer workflow.
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Christophe DUC @christopheduc.me · 03/08/2026
Today I brought my boilerplate up to date with the Context7 MCP and Claude Code. 3 stacks, 300 packages moved, 10 major versions migrated in one pass. Context7 gave me the breaking changes in seconds instead of 6 changelogs open in tabs.
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Christophe DUC @christopheduc.me · 02/08/2026
How do you use Codex for coding your app : from terminal or with VS Code extension ? #buildinpublic #ai #dev
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Christophe DUC @christopheduc.me · 01/08/2026
Time for a break and a coffee walk 🚶‍♂️
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Christophe DUC @christopheduc.me · 01/08/2026
Where can I get the latest release notes from @proton.me products ? I have Proton Mail version 1.12.1 (5.0.125.9) installed on my Mac => Is this the latest version ?
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Christophe DUC @christopheduc.me · 01/08/2026
Since Buzz from Block launched, how are you using it day to day ? What have you managed to build with your agents so far ?
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Christophe DUC @christopheduc.me · 29/07/2026
Whats the best BlueSky desktop client ? (MacOS compatible). #bluesky #opensource #app
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Christophe DUC @christopheduc.me · 23/07/2026
Just added local LLM support to the AI agent boilerplate, you can now run it on top of Ollama instead of relying on cloud APIs 👇 github.com/christophedu... #buildinpublic #ai #dev #tech
github.com
GitHub - christopheduc-me/ai-agent-boilerplate: Production-shaped boilerplate for AI agent web apps: Rust/Axum API, Python LangChain + Celery workers, Vue 3 SPA. Hexagonal architecture, TDD, JWT + ref...
Production-shaped boilerplate for AI agent web apps: Rust/Axum API, Python LangChain + Celery workers, Vue 3 SPA. Hexagonal architecture, TDD, JWT + refresh rotation, reliable job lifecycle with re...
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Christophe DUC @christopheduc.me · 24/07/2026
Last work day of the week, working a bit on my open source boilerplate to create ai agent : github.com/christophedu... #buildinpublic #indiehackers #dev #ai
github.com
GitHub - christopheduc-me/ai-agent-boilerplate: Production-shaped boilerplate for AI agent web apps: Rust/Axum API, Python LangChain + Celery workers, Vue 3 SPA. Hexagonal architecture, TDD, JWT + ref...
Production-shaped boilerplate for AI agent web apps: Rust/Axum API, Python LangChain + Celery workers, Vue 3 SPA. Hexagonal architecture, TDD, JWT + refresh rotation, reliable job lifecycle with re...
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Christophe DUC @christopheduc.me · 26/07/2026
How do you review AI-generated code? Using Claude Code's /code-review ? (genuine question: is it accurate when Claude Code wrote the code itself ?) Or an external tool like CodeRabbit ? #ai #dev #code #llm
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Christophe DUC @christopheduc.me · 28/07/2026
🤣👍
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Christophe DUC @christopheduc.me · 26/07/2026
How do you review AI-generated code? Using Claude Code's /code-review ? (genuine question: is it accurate when Claude Code wrote the code itself ?) Or an external tool like CodeRabbit ? #ai #dev #code #llm
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Christophe DUC @christopheduc.me · 26/07/2026
Is Context7 the best solution for vibe-coding to ensure you're always using the latest version of a component / library ? #mcp #llm #dev #ai
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Christophe DUC @christopheduc.me · 24/07/2026
New week, new Anthropic LLM Welcome Opus 5 !!! #ai #llm #anthropic
Opus 5 benchmark
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Christophe DUC @christopheduc.me · 24/07/2026
Last work day of the week, working a bit on my open source boilerplate to create ai agent : github.com/christophedu... #buildinpublic #indiehackers #dev #ai
github.com
GitHub - christopheduc-me/ai-agent-boilerplate: Production-shaped boilerplate for AI agent web apps: Rust/Axum API, Python LangChain + Celery workers, Vue 3 SPA. Hexagonal architecture, TDD, JWT + ref...
Production-shaped boilerplate for AI agent web apps: Rust/Axum API, Python LangChain + Celery workers, Vue 3 SPA. Hexagonal architecture, TDD, JWT + refresh rotation, reliable job lifecycle with re...
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Christophe DUC @christopheduc.me · 23/07/2026
Just added local LLM support to the AI agent boilerplate, you can now run it on top of Ollama instead of relying on cloud APIs 👇 github.com/christophedu... #buildinpublic #ai #dev #tech
github.com
GitHub - christopheduc-me/ai-agent-boilerplate: Production-shaped boilerplate for AI agent web apps: Rust/Axum API, Python LangChain + Celery workers, Vue 3 SPA. Hexagonal architecture, TDD, JWT + ref...
Production-shaped boilerplate for AI agent web apps: Rust/Axum API, Python LangChain + Celery workers, Vue 3 SPA. Hexagonal architecture, TDD, JWT + refresh rotation, reliable job lifecycle with re...
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Christophe DUC @christopheduc.me · 22/07/2026
Open weight 🚀 🔥
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Christophe DUC @christopheduc.me · 22/07/2026
Is bluesky dying ? Are accounts that switched from X to Bluesky going back to X ? @firefox.com is back on X
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Christophe DUC @christopheduc.me · 22/07/2026
🔥 de bon augure pour une meilleur souveraineté de nos données !
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Christophe DUC @christopheduc.me · 22/07/2026
Le début des IA hors de contrôle 😱
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MacGeneration @macg.co · 22/07/2026
dlvr.it
Anthropic lâche Claude Code dans le simulateur iOS
Anthropic annonce une mise à jour majeure de Claude Code pour Mac. L'assistant au développement intègre désormais le simulateur iOS, une nouveauté d'ores et déjà accessible en bêta publique pour les testeurs curieux. L’IA prend les commandes de vos apps Concrètement, Claude Code lance les applications en cours de développement dans une fenêtre dédiée dès qu'on lui demande de compiler, d'exécuter ou de vérifier le comportement d'une app. À partir de là, l'IA observe le simulateur en direct, interagit avec l'interface et enchaîne les itérations jusqu'à l'aboutissement du projet. De son côté, le développeur garde entièrement la main et continue d'utiliser le simulateur en parallèle sans la moindre interruption. Ce choix technique a un avantage pratique indéniable : le système fonctionne sans avoir à réclamer les permissions macOS liées à l'accessibilité et à l'enregistrement de l'écran. Surtout, il permet. Quelques précautions d'usage La mécanique repose tout de même sur l'envoi de captures d'écran de l'appareil virtuel vers les serveurs d'Anthropic. Ces images sont soumises aux règles de rétention habituelles des conversations. L'éditeur est d'ailleurs très clair sur ce point et demande aux utilisateurs de ne jamais se connecter à des comptes réels sur le simulateur géré par Claude. Pour tester cette nouveauté, le ticket d'entrée exige l'application de bureau Claude Code sur macOS avec une session locale, ainsi qu'une installation de Xcode comprenant bien évidemment la plateforme iOS. La marche à suivre détaillée est consultable directement sur le site d'Anthropic.
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Christophe DUC @christopheduc.me · 20/07/2026
When $100 will be added to pro plan in Claude Code ? #ai #dev #code #buildinpulic
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Christophe DUC @christopheduc.me · 16/07/2026
Codex has gained 3M users with deployment of GPT5.6 🔥 Are you in this trend ??
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Christophe DUC @christopheduc.me · 13/07/2026
After a few days of using Fable 5 vs GPT-5.6, what’s your final choice ? Did you switch from Claude Code to Codex ?
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Christophe DUC @christopheduc.me · 12/07/2026
What's your best AI agent use case? 🤖✨ Mine is : house hunting 🏠 : scanning multiple tools/sites 🔍 and figuring out what actually fits my situation (budget 💰, family 👨‍👩‍👧‍👦, commute 🚗, preferences ✨) Huge time saver ⏱️ What's yours? 👇
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Christophe DUC @christopheduc.me · 12/07/2026
Fable 5 extended to July 19th Let's go builders ! #buildinpublic #indiehacker support.claude.com/en/articles/...
support.claude.com
Claude Fable 5 promotional access | Claude Help Center
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Christophe DUC @christopheduc.me · 12/07/2026
What's your best AI agent use case? 🤖✨ Mine is : house hunting 🏠 : scanning multiple tools/sites 🔍 and figuring out what actually fits my situation (budget 💰, family 👨‍👩‍👧‍👦, commute 🚗, preferences ✨) Huge time saver ⏱️ What's yours? 👇
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Christophe DUC @christopheduc.me · 10/07/2026
Every AI agent project starts with the same 3 weeks of plumbing: auth, job queues, retries, rate limits, CI.. I open sourced mine : Rust/Axum + Python LangChain + Vue 3 => MIT licence ofcourse ⭐ github.com/christopheduc-me/ai-agent-boilerplate #opensource #AI #Rust #buildinpublic
github.com
GitHub - christopheduc-me/ai-agent-boilerplate: Production-shaped boilerplate for AI agent web apps: Rust/Axum API, Python LangChain + Celery workers, Vue 3 SPA. Hexagonal architecture, TDD, JWT + ref...
Production-shaped boilerplate for AI agent web apps: Rust/Axum API, Python LangChain + Celery workers, Vue 3 SPA. Hexagonal architecture, TDD, JWT + refresh rotation, reliable job lifecycle with re...
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Christophe DUC @christopheduc.me · 10/07/2026
Every AI agent project starts with the same 3 weeks of plumbing: auth, job queues, retries, rate limits, CI.. I open sourced mine : Rust/Axum + Python LangChain + Vue 3 => MIT licence ofcourse ⭐ github.com/christopheduc-me/ai-agent-boilerplate #opensource #AI #Rust #buildinpublic
github.com
GitHub - christopheduc-me/ai-agent-boilerplate: Production-shaped boilerplate for AI agent web apps: Rust/Axum API, Python LangChain + Celery workers, Vue 3 SPA. Hexagonal architecture, TDD, JWT + ref...
Production-shaped boilerplate for AI agent web apps: Rust/Axum API, Python LangChain + Celery workers, Vue 3 SPA. Hexagonal architecture, TDD, JWT + refresh rotation, reliable job lifecycle with re...
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Christophe DUC @christopheduc.me · 10/07/2026
So builders, after a day using GPT5.6 ? Is it better than Fable5 in your day to day usage ?? #buildinpublic #saas #indiehackers
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Christophe DUC @christopheduc.me · 08/07/2026
Etape du jour sur le tour de france : on annonce une arrivée massive au sprint. Trouvez-vous un interet à regarder ce genre de courses (hormis pour faire la sieste) qui finira à 99% au sprint dans 3h/3h30 ? 🙄
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Christophe DUC @christopheduc.me · 08/07/2026
18m to spend on social network 🤓
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Christophe DUC @christopheduc.me · 08/07/2026
The final LLM battle between Fable 5 and GPT-5.6 has begun🪖 See you tomorrow guys for the launch of GPT-5.6 🚀
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Christophe DUC @christopheduc.me · 07/07/2026
Is the Axum framework currently the best choice for starting a new Rust web app, as a general purpose framework ? I don't need the fastest specialized one just the most maintained and well-documented one for easy learning. #dev #tech #saas
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Christophe DUC @christopheduc.me · 06/07/2026
Hey builders 👋 How did you find your first customers ? #buildinpublic #indiehackers #saas
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Nicola Rennie @nrennie.bsky.social · 30/06/2026
Schrödinger's security check 🤦
Screenshot of Cloudflare security check with both success and failure messages.
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Christophe DUC @christopheduc.me · 01/07/2026
Fable 5 should be available worldwide again! Anthropic negotiated with the US government and made some changes to the model Will you use it ?! #llm #ai #tech #buildinpublic
anthropic.com
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Christophe DUC @christopheduc.me · 30/06/2026
Claude Sonnet 5 just dropped !! 🚀 Here the usual benchmark provided by Anthropic #llm #ai
Claude sonnet benchmark
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