Reflections

Reflections

Digital solution design, AI and software architecture — case studies.

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Technical case study#Gitea#Git#Kubernetes

Deux mois avec Gitea : ma forge Git locale est devenue un outil du quotidien

Parti d'une réflexion autour de Subversion, j'ai déployé Gitea dans mon cluster Kubernetes local. Deux mois plus tard, la plateforme héberge 47 dépôts et s'intègre à mon travail quotidien avec mes agents IA.

August 29, 20267 min read

When a Bug Resists AI Agents

A firsthand account of an integration issue where more context did not help AI agents converge on the right solution.

August 5, 20265 min read

AI assistants are no longer chatbots: what MCP tunnels made me realize

A field report from an architect's perspective: discovering the tunnels OpenAI introduced to connect ChatGPT to self-hosted MCP servers, and the shift in thinking it triggered about where AI platforms are headed.

July 6, 20267 min read
Technical case study#Architecture#Docker#DevOps

Multi-layer Architecture with Docker: Isolation over Technology Debates

Learn how to isolate your application layers with Docker to avoid technology lock-in and maintain your projects long-term.

May 12, 20269 min read

The LLM, a Mirror of Our Identity

Switching LLMs made me realize I wasn't just changing tools. That experience led me to reflect on how artificial intelligence gradually becomes an extension of the way we think.

March 10, 20262 min read