9- Démo GitHub Action (impressionnant) GitHub Action = robot d’automatisation
Exemple réel : 1- Créer une demande (issue)
2- Claude crée une todo list
3- Claude modifie les fichiers
4- Claude propose une PR L’humain ne touche pas au code
écrire la demande =
AGENTS
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Automating GitHub Actions with Claude for autonomous code development
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Using system prompts to customize AI behavior and create agents
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8- –system-prompt pour changer la personnalité Tu peux changer le comportement de l’IA facilement : • “parle comme un pirate” (fun)
• “respecte les règles internes du client” (pro) Tu peux créer des agents personnalisés pour chaque client -
Explaining the Claude Code SDK for Autonomous AI Agents
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1- C’est quoi le Claude Code SDK ? (99 % des gens ne savent pas) La plupart des développeurs utilisent Claude via le chat et s’arrêtent là Mais avec le SDK (outil pour appeler Claude depuis ton programme), tu peux lancer un agent Claude Code (une IA autonome qui travaille) en
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Aletheia AI Agent Tackles 10th Mathematics Paper Autonomously
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Looking forward to speaking at this tomorrow! And maybe reveal a bit what the 10th paper that #Aletheia has helped mathematicians (autonomously) tackle is 🙂
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Using Independent Agents to Grade With Engineer-Based Rubric
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i have a rubric based on how two Senior Engineers actually solved the problem, and i use a few independent agents to grade
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Recursive Multi-Agent LLMs Collaborate in Latent Space
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“Recursive Multi-Agent Systems” Many multi-agent LLM systems rely on agents passing text back and forth. This paper argues for a different approach where it makes agents recur together in latent space. So agents refine latent thoughts, pass hidden states across one another,
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Benchmarking Codex Goal Feature Against Senior Engineer Tasks
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i just kicked off my Senior Engineer bench on Codex's /goal feature. we'll see how well it compares to a senior engineer rewriting a slop codebase. current high score on this benchmark is 66/100 achieved by GPT-5.5 with an Opus 4.6 plan—but with an agent baby sitter to make
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Product Manager Ships Products Using AI Coding Agents Guide
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must read Marcus went from product manager to shipping product like a madman @every with coding agents he wrote the definitive guide for how to do it: https://
every.to/guides/ai-prod
uct-management-guide?source=post_button
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LLM vs RAG vs AI Agent vs MCP Explained
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#LLM vs. RAG vs. #AIAgent vs. MCP
by @Python_Dv #GenerativeAI #ArtificialIntelligence #MachineLearning #ML