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
Technical case study#ChatGPT#Codex#GitHub

ChatGPT Codex Connector: unable to add a GitHub organization (postmortem)

Postmortem on an issue hit during the transition to ChatGPT Codex's GitHub connector, and the workaround that got me unblocked.

July 13, 20262 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#GitHub Copilot#Pricing#LLM

GitHub Copilot Cut My Momentum: When Quotas Kill Innovation

Critical analysis of GitHub Copilot's quota policy and how it blocks founders and small teams. Why local LLMs are becoming relevant again.

June 9, 20265 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
Technical case study#MCP#Sentry#GlitchTip

MCP + Sentry & GlitchTip: giving context to your AI agents

A hands-on account of integrating Sentry and GlitchTip MCP servers into an AI workflow — why, how, and what you learn along the way.

April 14, 20266 min read

I'm Not a Person, I'm a Constellation of AI

Why I stopped looking for the best LLM and started building a workspace made of several AIs instead.

March 24, 20263 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