Reflections
Digital solution design, AI and software architecture — case studies.
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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.
AI Is Reshaping Our Jobs Faster Than the Market Can Name Them
AI Engineer, AI Integrator, AI Consultant... Job titles keep multiplying while the boundaries between roles blur. Can the labor market keep up with the pace of change AI is imposing?
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.
Why does using AI still feel uncomfortable?
A friend spotted phrasing typical of generative AI in one of my texts. My reaction, for a brief moment, says a lot about how we still view people who use these tools.
From "snail mail" to "snail brain"
What if the words we use today already reveal the place AI will take tomorrow in how we think?
The day my way of working with AI changed
The tools didn't change. How I assembled them did. The story of a shift that transformed how I collaborate with AI agents.
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.
Developers barely type the code anymore — but they still own the outcome
AI has erased the technical friction. The difficulty no longer lives in the code but in the clarity of intent — and the responsibility has remained entirely yours.
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.
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.