Members’ publications
Agents & automation · All articles
Catalogue dated 30 September 2026 (UTC). Some excerpts come from earlier collections.
10 articles · page 1 of 1
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Chez QuEra, quatre spécialistes essayaient depuis plusieurs mois d’automatiser la remise en service d’un laser indispensable à leurs ordinateurs quantiques. Leur script réussissait dans 58 % des cas, en 150 secondes. Anthropic a alors relié Claude au laser grâce à MHS, une interface qui permet à une IA de lire et de piloter un appareil physique.
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Une tâche qui paraît parfaitement claire à un humain peut devenir ambiguë dès qu’un agent doit la reprendre.
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J’utilise Hermes au quotidien depuis plusieurs mois. Ça m’a donné envie de comprendre l’architecture derrière le produit. Après pas mal de recherches et de tests, j’en ai tiré ce guide. J’espère que ça t’aidera à baisser le coût de tes modèles sur Hermes.
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Les assistants IA savent expliquer. Ils savent moins souvent montrer.
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Codex prepares the context, Oracle sends a controlled bundle to GPT‑5.6 Sol in ChatGPT Pro, and Codex reviews it before coding and testing. Roles stay separate: Pro reasoning on one side, Codex execution on the other—without the OpenAI API or sending the repository blind.
Translated from French.
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I repurposed a 2018 Mac mini as a Linux server for an always-on AI agent. Between the T2 chip and Ubuntu/macOS dual boot, this home-lab project raised challenges around private access, tech monitoring and automation. Here is the full technical field report.
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Field report: no LLM is universally best. Claude Fable 5 is impressive for development but remains expensive, while GPT‑5.6 Sol is my default because its persistence on long tasks offsets the risk of drift.
Translated from French.
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Planka + Hermes Kanban turns a board into a shared workspace for humans and AI agents. Cards become work units that anyone can read, edit and execute, with better coordination, durable context and clear handoffs.
Translated from French.
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At Build 2026, Microsoft's ambition goes beyond software: a complete operating system for the agentic era. Its integrated stack spans models, agents, cloud, hardware and energy. Alongside NVIDIA, Microsoft aims to become an industrial AI operator as compute demand explodes.
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Hermes Agent is an open-source AI agent that orchestrates tools, the web and files while retaining what it learns across sessions. More than a chatbot, it is a complete framework with persistent memory, reusable skills and an integrated research pipeline.
Translated from French.
