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Latest watch article

  • 🤖 Darkwood Watch - 2026-08-06 on August 6, 2026

    Key Points AI-assisted market research: Users develop three-step workflows: market overview, competitors, and target audience. Technical Access Systems: A new Junior employee feels lost in their company's systems. Lack of access to support resources. New f...

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Latest release

  • 🚀 Darkwood v8.1.3 released on July 30, 2026

    Darkwood v8.1.3 has just been released. ⬆️ to symfony v8.1.3 🏷️ Full Changelog v8.1.2...v8.1.3

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    🚀 1

Latest creator article

  • 💫 GitHub Creator - getsentry: sentry-php 4.30.0 on August 6, 2026

    About this creator Version 4.30.0 of the Sentry PHP SDK was recently released, bringing key features and important bug fixes. Read on to discover the technical and business implications. 🚨 Premium content. ⬆️ Upgrade to access full analysis. 👉 Subscribe here...

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Articles

  • 💫 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 ap...

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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, the film that follows Guillaume Lalu on his 160km solo trek during the Marathon des Sables Ultra. No codes, no agents, no LLM. And yet, for two hours, everyone in the theater had the same feel...

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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 room...

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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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