Reflections
Digital solution design, AI and software architecture — case studies.
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Vibe Coding or Orchestration: What AI Really Changes About Being a Developer
An agent can write most of the code. The real question is who defines the constraints, checks the result and can take back control.
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.
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.
AI assistants are no longer chatbots: what MCP tunnels made me realize
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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.