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Welcome to my blog! I'm a seasoned Software Engineer with over 20 years of experience in the tech industry. My passion lies in writing about the latest advancements in technology and sharing my insights through public speaking. I envision a world where technology is accessible to everyone and understood as deeply as by those who create it. Join me on this journey as we explore the fascinating world of technology together.
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Lost in the Middle : Pourquoi les modèles de langage oublient et comment y remédier
Vous avez récupéré les bons documents. Vous les avez tous mis dans le prompt. Le modèle est quand même passé à côté de la réponse. Cet article explique le mécanisme derrière cet échec, et ce qu’il faut faire. En résumé : un transformeur ne traite pas toutes les positions de son entrée de la même…
Lost in the Middle: Why Language Models Forget and How to Fix It
You retrieved the right documents. You put them all in the prompt. The model still missed the answer. This article explains the mechanism behind that failure “Lost in the Middle” and what to do about it. The short version: transformers do not treat all input positions equally. Recall follows a U-shaped curve. Information at the…
Frameworks de développement piloté par l’IA : le pourquoi, le quoi et le comment
Un benchmark pratique de Spec Kit, OpenSpec, Superpowers, BMAD Method, GBrain, des skills de Matt Pocock, et de quelques challengers. Quelque part entre « l’IA va remplacer les développeurs » et « l’IA écrit n’importe quoi », une histoire plus discrète s’est jouée : les développeurs ont arrêté de débattre des modèles pour débattre du…
AI-Driven Coding Frameworks: The Why, the What, and the How
A hands-on benchmark of Spec Kit, OpenSpec, Superpowers, BMAD Method, GBrain, Matt Pocock’s skills, and a few challengers. Somewhere between “AI will replace developers” and “AI writes garbage,” a quieter story has been playing out: developers stopped arguing about the models and started arguing about the process. In 2025 the debate was which agent to…
Claude Opus 5 full review : I ran the benchmarks
HANDS-ON REVIEW · 26 JULY 2026 Claude Opus 5 Anthropic’s fourth model in two months arrived with a pitch that sounds modest: near-frontier intelligence at half the price. The pitch undersells it. One score in this release moved twenty-fold, on the one benchmark specifically designed to resist the tricks labs use to inflate numbers. This…