Laurent Broudoux @lbroudoux

💥 We had a super productive week at @reshaprio! Release 0.0.14 is on its way and brings massive improvements: 1⃣ Web UI for discovery of MCP Servers and artifacts 2⃣ Multi-tool orchestration thanks to Andrea Peruffo's help 🙏 3⃣ Local secret resolution using env or vaults

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🚀 Les inscriptions sont ouvertes pour le BBL @AXA, ce jeudi 18 juin de 11h30 à 12h30 ! Un grand merci à @AXAFrance pour l’organisation 🙌 Venez découvrir reShapr et comment sécuriser l’exposition de vos APIs aux agents IA via le Model Context Protocol (MCP). Au programme : 🛠️ Démo live : d’une spécification OpenAPI / GraphQL à un serveur MCP sécurisé en zero-code 🔐 Contrôle des accès, filtrage des données 📊 Observabilité complète des actions IA avec OpenTelemetry Donner de l’autonomie aux agents IA (Cursor, Spring AI…) sans perdre le contrôle de vos APIs : c’est le défi que nous explorerons ensemble. 👉 Inscrivez-vous: meetup.com/bbl-axa/events… C’est ouvert à tout le monde ! 🚀 #opensource @AgenticAIFdn @linuxfoundation 🙌

📣 En direct de @DevfestLille ! Super surprise d’assister au talk de @EmmanuelPeru qui nous présente « Comment reprendre le contrôle de vos APIs » avec @microcksio inclu! Well done! 🙌

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🎥 New Demo: 𝗦𝗲𝗰𝘂𝗿𝗲 your GitHub GraphQL API for AI with reShapr! How do you give an LLM access to a massive API like GitHub GraphQL without blowing up your context window or exposing sensitive credentials? In our latest demo, we show you how reShapr solves this using two powerful features: Schema Filtering and 𝗧𝗼𝗸𝗲𝗻 𝗘𝗹𝗶𝗰𝗶𝘁𝗮𝘁𝗶𝗼𝗻 𝗦𝗲𝗰𝗿𝗲𝘁𝘀 🔐🤖 What you’ll see in this demo: 🔹 Smart Filtering: How we shrink a massive GitHub GraphQL schema down to only the specific queries your MCP client actually needs (keeping your AI agents fast and cost-effective). 🔹 𝗠𝗖𝗣 𝗨𝗥𝗟 𝗘𝗹𝗶𝗰𝗶𝘁𝗮𝘁𝗶𝗼𝗻: How to securely handle authentication so the backend safely requests the GitHub token only when required by the client application. 🔹 MCP in Action: Watch the clean, secure integration come together seamlessly via the reShapr CLI. Enterprise AI requires enterprise-grade security. Stop exposing raw, massive schemas and hardcoded tokens to your LLMs. In this demo, we are using @claudeai from @AnthropicAI 👍 📺 Watch it on YouTube here: youtu.be/y38__Uj5gWo 💻 Try it yourself: try.reshapr.io #ModelContextProtocol #MCP #LLM #OpenAI #Claude @AgenticAIFdn @linuxfoundation 🙌

🚅 En route pour @DevfestLille 2026 si la SNCF le veut bien 🤞 Impatient de retrouver @seb2goxdev pour notre codelab 🧑‍💻 de vendredi où l’on explorera les test d’API et microservices avec @microcksio et @testcontainers. Faites chauffer vos docker engines! 🐳

reShapr 𝘃𝘀 Custom code MCP Wrappers? A quick comparison 💡 If you’re spending more time maintaining glue code than building agents, it’s time to try reShapr. 𝗙𝗮𝘀𝘁 𝘀𝗲𝘁𝘂𝗽, 𝗽𝗼𝘄𝗲𝗿𝗳𝘂𝗹 𝗳𝗶𝗹𝘁𝗲𝗿𝗶𝗻𝗴, 𝗳𝘂𝗹𝗹 𝗼𝗯𝘀𝗲𝗿𝘃𝗮𝗯𝗶𝗹𝗶𝘁𝘆, 𝗮𝗻𝗱 𝗲𝗻𝘁𝗲𝗿𝗽𝗿𝗶𝘀𝗲-𝗴𝗿𝗮𝗱𝗲 𝘀𝗲𝗰𝘂𝗿𝗶𝘁𝘆 / 𝗮𝗹𝗹 𝗼𝗽𝗲𝗻 𝘀𝗼𝘂𝗿𝗰𝗲. Try reShapr: try.reshapr.io GitHub: github.com/reshaprio/resh…(we love ⭐️) Choose wisely. #AIAgents #OpenSource #DeveloperExperience @AgenticAIFdn @linuxfoundation 🙌

🤖 Reshapr sera présent à @FranceApi ! Le compte à rebours est lancé pour France API (franceapi.fr) ! Nous y serons et nous avons hâte de vous rencontrer pour networker et échanger. L’intersection entre les API et l’Intelligence Artificielle évolue à toute vitesse, et c'est exactement là que Reshapr intervient. Pourquoi venir échanger ? 🔹 Le boom du MCP (Model Context Protocol) : Discutons de la manière dont ce protocole standardise la connexion entre les LLM et les sources de données/API. Un game changer pour les architectures IA. 🔹 L'intégration API & IA : Découvrez comment nous facilitons l'exposition et la consommation d'API pour les agents autonomes et les applications d'IA générative. 🔹 Cas d'usage concrets : Partageons nos retours d'expérience sur les défis techniques de l'IA en entreprise. Que vous soyez en train de concevoir votre stratégie IA ou curieux de voir comment MCP va transformer vos API, passons un moment ensemble ! Au plaisir de vous voir et d'échanger de vive voix ! 👋 #MCP #ModelContextProtocol #ArtificialIntelligence #APIs #GenAI @AgenticAIFdn @linuxfoundation 🙌

We're excited to announce that we released 𝗿𝗲𝗦𝗵𝗮𝗽𝗿 𝘃𝗲𝗿𝘀𝗶𝗼𝗻 𝟬.𝟬.𝟭𝟯 🚀 With 24 solved issues, this is one of the biggest updates so far! Here's what's new or has changed: - A 𝗪𝗲𝗯 𝗨𝗜 to support management as well as users' operations. This initiative was started by one adopter ❤️ and will evolve based on community contributions and feedback - A new reshapr run `--ui` flag allows seamless 𝗿𝘂𝗻𝗻𝗶𝗻𝗴 𝗼𝗳 𝘁𝗵𝗲 𝗨𝗜 𝗹𝗼𝗰𝗮𝗹𝗹𝘆 - Users can now be members of 𝗺𝗮𝗻𝘆 𝗼𝗿𝗴𝗮𝗻𝗶𝘇𝗮𝘁𝗶𝗼𝗻𝘀 𝗮𝗻𝗱 𝘀𝘄𝗶𝘁𝗰𝗵 using `reshapr switch-org` command - 𝗔𝘂𝗱𝗶𝘁 𝗹𝗼𝗴𝘀 𝗵𝗮𝘃𝗲 𝗯𝗲𝗲𝗻 𝗶𝗺𝗽𝗿𝗼𝘃𝗲𝗱 to track tools/call true outcome - 𝗘𝗹𝗶𝗰𝗶𝘁𝗮𝘁𝗶𝗼𝗻-𝗯𝗮𝘀𝗲𝗱 𝘀𝗲𝗰𝗿𝗲𝘁𝘀 are now evicted from the session in case of authentication failure Check the full release notes: github.com/reshaprio/resh… Don't forget to put a star ⭐️ on the GitHub repo to support the project! @AgenticAIFdn @linuxfoundation 🙌

🎉 Out of 220+ @CloudNativeFdn projects, Microcks is now 𝗼𝗳𝗳𝗶𝗰𝗶𝗮𝗹𝗹𝘆 𝗼𝗻𝗲 𝗼𝗳 𝘁𝗵𝗲 𝟯𝟳 𝗶𝗻𝗰𝘂𝗯𝗮𝘁𝗶𝗻𝗴 𝗽𝗿𝗼𝗷𝗲𝗰𝘁𝘀! 🚀 This is a massive win for our community. Thank you to every contributor & user who helped us reach this milestone ✨ @linuxfoundation

🎨 The @reshaprio next release is in the pipes with a new UI for both management and users' operations! Thanks, @tmathias59, for starting this initiative 🙇‍♂️ It has never been easier to manage multi-tenant #MCP Servers deployment at scale 📈

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𝗿𝗲𝗦𝗵𝗮𝗽𝗿 is gaining 𝘀𝗲𝗿𝗶𝗼𝘂𝘀 𝗺𝗼𝗺𝗲𝗻𝘁𝘂𝗺! 🚀 We are thrilled to share that the reShapr project and community are growing faster than ever. Not only are we seeing incredible traction from developers, but we are also officially catching the eye of enterprise teams looking for robust solutions. This week, we hit two fantastic milestones thanks to your support: ⭐ 𝟭𝟬𝟬+ 𝗦𝘁𝗮𝗿𝘀 on GitHub 👥 𝟰𝟬𝟬+ 𝗙𝗼𝗹𝗹𝗼𝘄𝗲𝗿𝘀 right here on LinkedIn A massive thank you to everyone contributing, testing, and driving this project forward. We’re just getting started! 𝗪𝗮𝗻𝘁 𝘁𝗼 𝗷𝗼𝗶𝗻 𝘁𝗵𝗲 𝗺𝗼𝘃𝗲𝗺𝗲𝗻𝘁? Help us keep the momentum going! Star our repo, follow our journey, and join our growing community of builders. 👉 𝗚𝗲𝘁 𝗮𝗹𝗹 𝗼𝘂𝗿 𝗹𝗶𝗻𝗸𝘀 𝗵𝗲𝗿𝗲: reshapr.io/community #OpenSource #Developers #TechCommunity #SoftwareEngineering #EnterpriseTech @AgenticAIFdn @linuxfoundation 🙌

🚨 Why do most AI agents fail on real-world APIs? It’s not the model. It’s 𝗖𝗢𝗡𝗧𝗘𝗫𝗧 𝗪𝗜𝗡𝗗𝗢𝗪 𝗕𝗟𝗢𝗔𝗧. When LLMs receive massive JSON payloads full of irrelevant data, they become slow, expensive, and unpredictable. That’s exactly what reShapr solves. reShapr instantly converts any @OpenApiSpec, @GraphQL, or @grpcio endpoint into a clean, production-ready MCP tool with: • Intelligent output filtering • TOON compression format • Native OpenTelemetry audit logs • Zero-trust security model No custom wrappers. No maintenance nightmare. → Smaller context windows → Faster agents → Full control & observability (@opentelemetry + Audit) Try it: - reshapr.io/docs/tutorials… or - reshapr.io/docs/how-to-gu… GitHub: github.com/reshaprio/resh… (don't forget to put a ⭐️) What’s your biggest API + LLM pain point? Comment below 👇 #MCP #AIAgents #LLM #OpenSource #SpringAI @AgenticAIFdn / @linuxfoundation 🙌

🤖 Your LLM is only as good as the context you give it, and yet, most teams struggle with bloated context windows & untraceable AI actions. How to build robust agentic apps using Spring AI, optimize, test, observe at scale? 🔗 Register: linkedin.com/events/7460341… @AgenticAIFdn

🚀 Control your LLM context like a pro! See how to use reShapr and @getpostman Agent Mode to render an MCP app that acts as an LLM prompt selector powered by the GitHub GraphQL API 🛠️🤖 Available on our YouTube channel: youtube.com/watch?v=PVfznW… @AgenticAIFdn @linuxfoundation 🙌

🤖 Testing & observing AI agents / MCP shouldn't be an afterthought. 3 experts will demonstrate how to build robust agentic apps using Spring AI, and show you how to take control of the chaos. 🔗 Save your seat: buff.ly/wKJzGiC @CloudNativeFdn @AgenticAIFdn 🙌

🚀 reShapr v0.0.12 is live! News: 🔒 Proxy Audit Logs: Built on @opentelemetry (SIEM ready). ✂️ Output Filtering: Trim down backend API responses 📉 TOON Format Support: Further compress payload 🛡️ K8s Enhancements: Stronger auth/authz 👉 github.com/reshaprio/resh… @AgenticAIFdn

🚀 Kudos to Thierry Mathias (Test & Application Performance Lead) for sharing his experience with reShapr! We are moving fast on our roadmap, and shaping the future of agentic infra, all driven directly by our users. Join us! 🔗 github.com/reshaprio/resh… @AgenticAIFdn 🙌

📉 @reshaprio now allows you to slim down API responses before hitting the LLM by retaining specific branches and/or applying JSON Patch operations. With this simple YAML config, we trimmed our GitHub response from 43k to 20k 🎉 👉 github.com/reshaprio/resh…

🚀 reShapr v0.0.11 is here! 🔹 OIDC: Delegate control plane auth to your IdP, Helm Charts v0.0.5 simplified 🔹 OAuth: Support for clientSecret during elicitations 🔹 Core: Quarkus upgraded 🔗 github.com/reshaprio/resh… Show your support with a ⭐ on GitHub! @AgenticAIFdn 🙌

🧠 In the AI era, more than ever, organizations need to know who called what tool, how, and what came back! And they need this in the system they already use! 💡 Having fun today implementing an Audit Log for @reshaprio using @opentelemetry standards (with @dash0hq views here)

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