Quentin Merle

Agentic Front-End & AI Architect | 15+ years of craft. Bridging sovereign AI systems and premium reactive web architectures. 🇨🇦 Building the future of local-first agentic interfaces.

Saint-Prosper, QC, Canada Joined on Feb 12, 2026 https://www.vibrisse-studio.dev

Work

CEO @ Vibrisse Studio Inc

Pinned

Quentin Merle

Sep 16

Are we doomed? A developer's manifesto on AI

#ai #webdev #architecture #career

10 min read

Quentin Merle

Jul 31

Context-as-Code: How to Stop AI from Silently Killing Your Team's Codebase

#ai #architecture #webdev #mcp

6 min read

Google I/O Writing Challenge Submission

Quentin Merle

May 21

Implementing Client-Side AI in E-Commerce (WebLLM & Privacy-First Architecture)

#javascript #webdev #googleiochallenge #devchallenge

9 min read

Quentin Merle

Nov 3

From Scraping to the "RSS for AI": Anatomy of an Agentic Front-End

#ai #webdev #frontend #architecture

8 min read

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Quentin Merle

Oct 14

Chatbots Are Lazy Design: Building an 'Invisible UI' with In-Browser SLMs & WebGPU

#webdev #ai #javascript #ux

8 min read

Quentin Merle

Sep 16

Sommes-nous condamnés ? Le manifeste d'un développeur sur l'IA

#french #ai #webdev #career

13 min read

Quentin Merle

Jul 23

Beyond "Chat": Architecting Intelligence with Skills and Specification Engineering

#ai #architecture #promptengineering #webdev

7 min read

Quentin Merle

Jul 17

Arrêtez d'utiliser des "Chatbots" pour formater du JSON : L'avènement des SLMs spécialisés

#french #ai #architecture #typescript

5 min read

Quentin Merle

Jul 14

Votre Agent IA est crédule : Pourquoi le "Prompt Engineering" ne vous protègera pas en production

#french #ai #architecture #typescript

4 min read

Quentin Merle

Jul 10

Did Agentic AI kill WordPress?

#webdev #wordpress #ai #architecture

5 min read

Quentin Merle

Jul 3

Arrêtez de tout miser sur le dernier LLM Cloud : Le secret d'une IA en production, c'est le routage hybride

#french #ai #architecture #typescript

5 min read

Quentin Merle

Jun 16

Small Models, Great Tools: The Engineering Behind a Local AI Agent in Production

#discuss #llm #ai #python

7 min read

Quentin Merle

Jun 16

Petits Modèles, Grands Outils : L'Ingénierie derrière un Agent IA Local en Production

#discuss #ai #python #french

9 min read

June Solstice Game Jam Submission

Quentin Merle

Jun 14

State-Aware Edge AI: Building a Weather-Synced Sentient Sprout

#devchallenge #gamechallenge #gamedev

6 min read

Quentin Merle

Jun 8

Building a Local-First Autonomous Agent from Scratch (LangGraph & Ollama)

#discuss #ai #llm #python

8 min read

Quentin Merle

Jun 8

Construire un Agent Autonome Local de zéro (LangGraph & Ollama)

#discuss #ai #llm #french

10 min read

Quentin Merle

May 28

In-Browser Function Calling: Giving a Local SLM (WebGPU) Write-Access to the DOM

#javascript #webgpu #ai #gamedev

7 min read

Quentin Merle

May 15

Building an "Artisanal" Local RAG: Data Sovereignty and Privacy-First AI

#productivity #privacy #webdev #ai

9 min read

Quentin Merle

May 15

Construire un RAG Local "Artisanal" : Souveraineté des données et Agents IA

#ai #productivity #privacy #french

11 min read

Gemma 4 Challenge: Build With Gemma 4 Submission

Quentin Merle

May 11

💎 GemMaster: Building a Multimodal AI RPG (Gemma 4, Vision & Voice APIs)

#devchallenge #gemmachallenge #gemma #webdev

3 min read

Quentin Merle

Mar 26

Exécuter des LLMs en local : De la ligne de commande à l'accélération GPU

#french #ai #opensource #productivity

7 min read

Quentin Merle

Mar 23

Running LLMs Locally: A Developer's Guide from CLI to GPU Acceleration

#ai #ollama #productivity #webdev

6 min read

Quentin Merle

Feb 20

Cabin Analytics: Ditch the Cookie Banner and Embrace Ethical Tracking

#webdev #privacy #performance #greenit

3 min read

Quentin Merle

Feb 16

Javascript in 2026: 11 Under-the-Radar Browser APIs

#javascript #frontend #performance #webdev

7 min read

DEV Community

Quentin Merle

Badges

June Solstice Game Jam Completion

Gemma 4 Challenge Completion

2 Week Community Wellness Streak

Google I/O 2026 Writing Challenge Completion

1 Week Community Wellness Streak

Writing Debut

Pinned

Are we doomed? A developer's manifesto on AI

Context-as-Code: How to Stop AI from Silently Killing Your Team's Codebase

Implementing Client-Side AI in E-Commerce (WebLLM & Privacy-First Architecture)

From Scraping to the "RSS for AI": Anatomy of an Agentic Front-End

Want to connect with Quentin Merle?

Chatbots Are Lazy Design: Building an 'Invisible UI' with In-Browser SLMs & WebGPU

Sommes-nous condamnés ? Le manifeste d'un développeur sur l'IA

Beyond "Chat": Architecting Intelligence with Skills and Specification Engineering

Arrêtez d'utiliser des "Chatbots" pour formater du JSON : L'avènement des SLMs spécialisés

Votre Agent IA est crédule : Pourquoi le "Prompt Engineering" ne vous protègera pas en production

Did Agentic AI kill WordPress?

Arrêtez de tout miser sur le dernier LLM Cloud : Le secret d'une IA en production, c'est le routage hybride

Small Models, Great Tools: The Engineering Behind a Local AI Agent in Production

Petits Modèles, Grands Outils : L'Ingénierie derrière un Agent IA Local en Production

State-Aware Edge AI: Building a Weather-Synced Sentient Sprout

Building a Local-First Autonomous Agent from Scratch (LangGraph & Ollama)

Construire un Agent Autonome Local de zéro (LangGraph & Ollama)

In-Browser Function Calling: Giving a Local SLM (WebGPU) Write-Access to the DOM

Building an "Artisanal" Local RAG: Data Sovereignty and Privacy-First AI

Construire un RAG Local "Artisanal" : Souveraineté des données et Agents IA

💎 GemMaster: Building a Multimodal AI RPG (Gemma 4, Vision & Voice APIs)

Exécuter des LLMs en local : De la ligne de commande à l'accélération GPU

Running LLMs Locally: A Developer's Guide from CLI to GPU Acceleration

Cabin Analytics: Ditch the Cookie Banner and Embrace Ethical Tracking

Javascript in 2026: 11 Under-the-Radar Browser APIs