Blog
Latest watch article
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🤖 Darkwood Watch - 2026-07-12 on July 12, 2026
Key Points Yerd v2: A new PHP version control tool, built in Rust, is now available. More information at yerd.app. Techniques against AI hallucinations: A new workshop presents 5 effective methods. Watch the video here. 🚨 Premium content. ⬆️ Upgrade to acc...
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Latest release
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🚀 Darkwood-com v1.0.7 released on June 28, 2026
Darkwood-com v1.0.7 has just been released. ⬆️ Update to symfony 8.1.1 ✨ add telegram notification 🔨 Newsletter unsubscribe 🔥 Remove watermark and cleanup 🏷️ Full Changelog v1.0.6...v1.0.7
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Latest creator article
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💫 Hacker News Creator - Modern decor may be straining people's brains on July 12, 2026
About this story Recent findings suggest that modern decor could be exerting undue strain on our brains. This raises questions about the intersection of design, technology, and mental wellbeing in our increasingly urbanized environments. 🚨 Premium content.⬆️...
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Articles
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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 Simulated using frameworks like Paperclip + Hermes: http...
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🚀 Fundraising vs. Bootstrap: Two paths to building a company on April 29, 2026
On April 28th, Builders Factory and NextGen VC organized a discussion in Paris around a seemingly simple question: Should you raise funds or build using bootstrapping? Face to face: Étienne Genvrin, founder of Emma, which has raised several million euros,...
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🚀 I rebuilt an LLM… with pixels. on April 26, 2026
Large Language Models (LLMs) are based on abstract concepts: probability distribution, autoregressive generation, large-scale optimization. These mechanisms are difficult to observe directly. An alternative approach is to project these concepts into a visu...
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🔊 DJ Matyo Live - Soundcloud set on April 24, 2026
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🤖 Symfony AI in Action - Building real AI systems with Symfony on April 24, 2026
For two days, on April 23 and 24, 2026, the SymfonyLive Berlin conference brought the community together around the major developments of the Symfony ecosystem. Among the talks, one in particular marks a turning point: 👉 Symfony AI in Action, presented by...
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🐳 AI Tinkerers Paris Agentic Workflows with Docker - towards autonomous, secure and orchestrated systems on April 22, 2026
During this meetup organized by GitGuardian and sponsored by Docker, several speakers shared their vision of modern agentic systems. The goal is clear: to move from simple AI assistants to true autonomous agents capable of acting, collaborating and executin...
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👨💻 Benchmarking Small Language Models in the Real World on April 21, 2026
On Saturday, April 18th, I participated in a hackathon that invites machine learning engineers, data engineers and researchers to Paris for an in-depth study of the evaluation of small language models (SLM). This hackathon, organized by AI Tinkerers Paris,...
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🚀 Sundays Lab #3 - When AI becomes a collective playground on April 20, 2026
On Sunday, April 19, 2026, at Hexa (eFounders) in Paris, a new edition of Sundays Lab was held. A seemingly simple format: coworking, AI workshop, exchange session. But in practice: 👉 a concrete demonstration of what the builder ecosystem will become in 20...
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⚙️ Message-oriented vs. Data-oriented orchestration - from data to knowledge on April 17, 2026
For intellectual property reasons, the subject chosen for the application of this article will not be the one discussed, although it is closely related. For any further information, please contact Omer who will be happy to answer, and apologize for any pot...
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🤩 Unleach connectors - From Tools to Language on April 13, 2026
Introduction Automation has reached a paradox. We have never had so many tools: connectors workflows orchestration engines AI agents Yet, something fundamental is still missing. We don’t have a language. This article revisits a previous experiment arou...