2- L'Agent Stack : 4 composants, 1 architecture ① ADK (Agent Development Kit) = la boîte à outils pour créer des agents ② Support MCP = connexion standard aux outils externes ③ Vertex AI Agent Engine = la plateforme managée pour déployer en prod (tout est géré
AGENTS
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Three core challenges for deploying AI agents in production
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1- Les 3 vrais problèmes pour déployer des agents IA en prod 1. Trop de frameworks différents → intégration cauchemardesque 2. Des agents créés sur des frameworks différents ne peuvent pas communiquer entre eux 3. La gestion en production (monitoring, logs, gouvernance)
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Definitions of AI Agents and Large Language Models
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Les termes à connaître avant de commence Un seul passage suffit, retiens juste ça : – Agent IA = tu donnes un objectif à l'IA, elle réfléchit, choisit ses outils et avance seule (pas de "dis-moi quoi faire", elle décide) – LLM = le cerveau derrière ChatGPT/Claude (Large
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Anthropic releases blueprint for AI-agent based business operations
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Anthropic vient de publier officiellement le blueprint pour créer une entreprise avec Claude Code et c'est hallucinant😭
— Jouhatsu | AI Influence Operator (@Jouhatsu_ai) 3 mai 2026
PDG : 1 humain (qui dort)
Employés : plusieurs IA
Activités: les IA se répartissent les tâches et avancent seules
Le travail est littéralement en train de… pic.twitter.com/rd15hioMDEAnthropic vient de publier officiellement le blueprint pour créer une entreprise avec Claude Code et c'est hallucinant PDG : 1 humain (qui dort) Employés : plusieurs IA Activités: les IA se répartissent les tâches et avancent seules Le travail est littéralement en train de
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Claude Code Plugin Turns Codebase Into Interactive Knowledge Graph
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Turn any codebase into an interactive knowledge graph! Understand-Anything is a Claude Code plugin that builds an explorable map of your project. It analyzes every file, function, class, and dependency, then gives you an interactive dashboard to explore it all visually. Run the
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Using Multi-Model Debates for Automated Coding Tasks
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Does anyone know a technique (perhaps using OpenCode?) where I can ask multiple models (Opus 4.7, Deepseek, GPT5.5…) to debate a specific coding task? For example, I’d like to say "/debate best way to incorporate a path finding algorithm in the UI" and have each model start
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ChatGPT GPT-5.5 Excels at Searching Gmail Inbox
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ChatGPT is now superhuman at one specific annoying thing – searching Gmail. GPT-5.5 is got a LOT better & quicker. I honestly hate searching on gmail by hand, for a search company their gmail search is surprisingly awful.
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AI Avatars Enter Clinical Workflows for Triage and Follow-Up
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AI avatars are entering clinical workflows as first-line interfaces for triage and follow-up, extending care beyond hospitals. Healthcare systems face staff shortages and rising demand, so AI agents can reduce pressure on providers while protecting data. Microblog @antgrasso
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Diverse Simulated Personas Boost ReviewerToo Performance
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Oh, and in case that's interesting: one data point supporting the value of diversity in point of view from our work on ReviewerToo is that we get the best results when we pool more simulated reviewing personas in our system
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Open-Source Agent Framework Automatically Fixes Its Own Production Bugs
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Someone built an agent that fixes its own bugs on autopilot. Agents fail in production constantly. Hallucinated tool calls, refusal loops, redundant arguments. Fixing these usually means engineers digging through thousands of traces by hand. A new open-source framework