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Latest watch article
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🤖 Darkwood Watch - 2026-11-10 on November 10, 2026
Highlights Suggestions for improvements in data networks for anomaly detection. Announcement of the launch of GVAI 1 V2 with innovative features. 🚨 Premium content.⬆️ Upgrade to access full analysis.👉 Subscribe here : https://www.bonzai.pro/matyo91/shop/48o...
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Latest release
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🚀 Darkwood v8.1.6 released on September 1, 2026
Darkwood v8.1.6 https://github.com/darkwood com/darkwood/releases/tag/v8.1.6 has just been released. ⬆️ Update to symfony v8.1.6 🔨 Add symfony lsp:check to tooling 🏷️ Full Changelog v8.1.5...v8.1.6 https://github.com/darkwood com/darkwood/compare/v8.1.5...v...
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Latest creator article
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💫 Hacker News Creator - Outlook.com is rejecting email from domains without DMARC on November 9, 2026
Overview Outlook.com has started to reject emails from domains that do not implement DMARC, a policy that helps combat email spoofing. This change is significant as it forces businesses to adopt better email practices for improved security. Key Points: Impo...
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Articles
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⬆️ What's new in Symfony 8.1 on May 29, 2026
Symfony 8.1 continues to progressively expand the framework's scope far beyond traditional web development. This new version brings numerous improvements to: developer experience, asynchronous architectures, CLI tools, serialization, JSON processing, Messen...
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🎤 Sunday Labs #4: What the Parisian builder ecosystem is really looking for on May 26, 2026
The fourth edition of Sunday Labs, organized by Build Society at Hexa eFounders , in Paris, took place on May 24th. The format was simple: to bring together builders, founders, freelancers, tech profiles and creators for open discussions, project presentati...
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🧩 An AI agent today is a highly motivated intern with 400 tabs open. on May 23, 2026
He responds quickly. He has confidence in himself. He knows how to use Gmail, Slack, Notion, GitHub, Linear, the terminal, and sometimes even Docker. And yet, as soon as he is given a slightly longer task, everything starts to go haywire. Not because the mo...
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⬆️ Flowvox update: Symfony becomes a real-time voice agent platform on May 17, 2026
In February 2026, I published a first experimental prototype around speech transcription in PHP with Whisper.cpp. https://blog.darkwood.com/article/im building a dictation engine in php flow symfony whisper cpp https://blog.darkwood.com/article/im building...
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⚙️ NoLife Models - Towards a local infrastructure for AI runtimes with Symfony on May 13, 2026
For years, using an AI model meant calling a remote API. The workflow was relatively simple: send a prompt wait for a response display text. But in recent months, a new ecosystem has been emerging around local models. An ecosystem composed of: model catalog...
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💡 Devoxx France 2026 - L'Ère de l'Agentique au Cœur de Paris on May 13, 2026
Bienvenue au Palais des Congrès pour une édition de Devoxx France 2026 qui marque un tournant historique dans notre industrie. Si les années précédentes étaient celles de l'expérimentation et de la fascination pour les LLM, 2026 est indéniablement celle de...
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💫 I forced 4 AIs to recreate Mario from scratch using Symfony AI and Godot on May 8, 2026
Creating a video game with artificial intelligence has become almost commonplace. Today, all you need to do is open Cursor, Claude Code or ChatGPT and type: “Create me a Mario.” And a few minutes later, something appears on the screen. But behind this appar...
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⚡️ Screening of the film "My Extraordinary Life" - what living systems teach us about automation on May 6, 2026
On May 5th, at Pixelis in Paris, we screened Mon Extraordinaire https://luma.com/7g7yl45y?tk=vVScFh , the film that follows Guillaume Lalu https://www.linkedin.com/in/guillaumelalu/ on his 160km solo trek during the Marathon des Sables Ultra. No codes, no a...
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✨ Transformative design: no longer designing uses, but metamorphoses on May 1, 2026
On April 30th, at Le Laptop in Paris, an event took place that broke away from the beaten path of classic Product Design: “Transformative Design: Don't just create uses, transform users” , presented by David Jeanne and organized by Jordan Thévenot. In a roo...
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⚙️ Hermes X Paperclip - Building a Governed Multi-Agent Architecture with Symfony AI, Flow, and Navi on April 30, 2026
Multi agent systems are everywhere: orchestrated via Docker: https://blog.darkwood.com/fr/article/ai tinkerers paris agentic workflows avec docker vers des systemes autonomes securises et orchestres https://blog.darkwood.com/fr/article/ai tinkerers paris ag...