iiinova — where your digital self keeps evolving

Reshapr @reshapr.io · 28/09/2026

🚀 Big milestone for reShapr: Shoutout to Guillaume Goisset for becoming our very first public adopter! Guillaume (Head of Automation at @paycaptain.bsky.social & independent consultant) is using reShapr to connect AI assistants directly with core business systems:

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Reshapr @reshapr.io · 18/09/2026

Doc should be usable by humans & by AI 🤖 reShapr now scores a perfect 100/100 (A+) for AI agent usability! 🚀 Thanks to llms.txt coverage, content negotiation, HTML/Markdown parity, AI tools can seamlessly discover and consume our docs. 🌐 reshapr.io/docs #AIAgents @aaif.io @linuxfoundation.org 🙌

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Reshapr @reshapr.io · 17/09/2026

Looking to expose your Java / Quarkus APIs as MCP servers?🚀 In case you missed it, the recording of our guest appearance on @quarkus.io Insights Ep #259 with @lbroudoux.bsky.social is now live! Dive in & see how to do it the right way 👉 www.youtube.com/watch?v=Hr6w... @aaif.io @linuxfoundation.org

youtube.com

Quarkus Insights #259: Reshapr & Quarkus

Laurent Broudoux joins us to discuss Reshapr. Discover how this project leverages Quarkus to build an AI-ready access layer for your APIs, with a deep dive into the role of observability and core…

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Reshapr @reshapr.io · 16/09/2026

Huge upgrade for the reShapr documentation! 📚✨ 🛠️ 20+ new tutorials (CLI to K8s GitOps, Web UI & Ops) 💡 12+ explanation pages (multi-tenancy, security, architecture) 📖 10 reference guides (full API specs & extension points) Check it out 👇 🌐 reshapr.io/docs #OpenSource @aaif.io @linuxfoundation.org

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Reshapr @reshapr.io · 15/09/2026

Missed @kheddache.me’s talk at APIdays India? 🚀 See how @reshapr.io instantly transforms your existing REST, GraphQL, and gRPC APIs into discoverable MCP tools for AI agents, with zero backend rewrites! Watch the full talk here 👇 🔗 www.youtube.com/watch?v=Ehd1... @aaif.io @linuxfoundation.org 🙌

youtube.com

Scaling Your AI Agents with Open Source: API ➔ No-Code MCP & Observability wit… | apidays India 2026

Deploying an open-source LLM locally is a massive win for data control and flexibility. However, a major hurdle remains: how do you enable your AI agents to interact dynamically with your existing…

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Reshapr @reshapr.io · 10/09/2026

🚀 We're excited to guest star on the next Quarkus Insights! Catch us on Episode #259: @reshapr.io & @quarkus.io with @lbroudoux.bsky.social. 📅 Monday, September 14, 2026 ⏰ 09:00 EDT / UTC−4 (13:00 UTC / 15:00 CEST) Bring your questions and join us live in the chat!👇 quarkus.io/insights/ @aaif.io

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Reshapr @reshapr.io · 08/09/2026

We’re excited to announce v0.0.1 of reShapr Kubernetes Controllers! 📦 You can now manage your reShapr resources the Kubernetes-native way with CRDs, an Operator, and an Admission Webhook shipped in a single repo. 🔗 github.com/reshaprio/re... #OpenSource @cncf.io @aaif.io @linuxfoundation.org 🙌

github.com

Release 0.0.1 · reshaprio/reshapr-controllers

Changelog 🚀 Features 967ea4e #41 Finalize implementation of AdmissionController, closes #41 cbc5205 implement proxy sidecar injection with headless service discovery for embedded Infinispan (#27),...

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Reshapr @reshapr.io · 04/09/2026

📢 Reshapr v0.2.3 is live! Just one week after our last update, we’re keeping the momentum going with some great improvements. 🔗 Full release notes: github.com/reshaprio/re... ⭐ Enjoying Reshapr? Give the GitHub repo a star to support the project! #opensource @aaif.io @linuxfoundation.org 🙌

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Laurent Broudoux @lbroudoux.bsky.social · 01/09/2026

💡 @reshapr.io has Artifacts, so you can declare Prompts, MCP Apps, Custom Tools, and Filters to your MCP Server with minimal effort. But it's still a new grammar to learn... We tweaked the Artifact editor in the next release to make it easier for you! Check it out 🎬

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Yacine Kheddache @kheddache.me · 21/08/2026

Wrapping up an incredible week in Bengaluru for Apidays 🇮🇳✨ Loved visiting local @microcks.io adopters and contributors in person to plan our open source collaboration & present @reshapr.io face-to-face. Kudos to Amadeus for leading the curve and for all your support 👍 @cncf.io @aaif.io 🙌

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Laurent Broudoux @lbroudoux.bsky.social · 19/08/2026

🚤 We shipped @reshapr.io 0.2.1 - the #opensource no-code proxy that translates your @openapis.org, @graphql.org, and #grpc to #MCP servers - and it's super fast! ⚡ 1️⃣ p95 latency at 2.5ms - even with big payloads (~500 KB) 2️⃣ >20K req/sec - even with med payloads (~50 KB) Built with @quarkus.io!

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Yacine Kheddache @kheddache.me · 13/08/2026

🎤 Join me at APIdays India / FOST India 2026, where I'll be speaking on August 20, 2026, at 2:30 PM IST. 🎟️ Save your spot using my link: portal.joinfost.io/event/future... Hope to see you at the event.

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Reshapr @reshapr.io · 07/08/2026

💡 "The Enterprise MCP Scaling Paradox: Why Every Agent Needs a Tailored Backend" Exposing maximalist, all-in-one MCP servers to AI agents creates serious enterprise friction: token bloat, higher latency, and expanded attack surfaces.

aaif.io

Enterprise MCP Scaling Paradox: Why Agents Need Tailored Backends - Agentic AI Foundation (AAIF)

Explore why scaling Model Context Protocol in enterprises creates operational challenges - from server proliferation to governance gaps - and how tailored backends solve the paradox.

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Reshapr @reshapr.io · 07/08/2026

🚀 500+ followers on LinkedIn! Incredible to see so many enterprise builders with real agentic workflows excited about our approach: turning existing APIs (REST, GraphQL, and gRPC) into task-focused MCP servers for AI agents, with zero code! #AIAgents #EnterpriseAI @aaif.io @linuxfoundation.org 🙌

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Reshapr @reshapr.io · 05/08/2026

Hello! We're thrilled to release Reshapr version 0.2.0 today 🎉 This is the main milestone to 1.0.0 (scheduled for early September). Release notes are here: github.com/reshaprio/re... Don't forget to put a star ⭐️ on the GitHub repo to support the project! #opensource @aaif.io @linuxfoundation.org

github.com

Release 0.2.0 · reshaprio/reshapr

Changelog 🚀 Features f6e7252 #309 Complete test infrastructure configuration doc, closes #309 05bc5a5 #275 Add guardrail to prevent starting the proxy if fqnds is an empty string, closes #275 8587...

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Reshapr @reshapr.io · 05/08/2026

Instantly enable your reShapr MCP servers and tools for MCP protocol version 2026-07-28, from 2025-11-25 😎

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Reshapr @reshapr.io · 04/08/2026

Big news for the reShapr community! 🚀 Our nightly build already 𝘀𝘂𝗽𝗽𝗼𝗿𝘁𝘀 𝘁𝗵𝗲 𝗹𝗮𝘁𝗲𝘀𝘁 𝗠𝗖𝗣 𝗽𝗿𝗼𝘁𝗼𝗰𝗼𝗹 𝘃𝗲𝗿𝘀𝗶𝗼𝗻 𝟮𝟬𝟮𝟲-𝟬𝟳-𝟮𝟴. This powerful feature will be in our next stable release, but you don't have to wait. Get ahead of the curve and test it right now in the nightly build.

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Laurent Broudoux @lbroudoux.bsky.social · 03/08/2026

🍿 I built a cool @reshapr.io demo today! With OAuth CIMD 🔐 for MCP endpoint security + another OAuth for the backend API access using URL elicitation 💬 - and all running with the `2026-07-28` MCP version 🤯

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Reshapr @reshapr.io · 24/07/2026

How fast is reShapr compared to the official GitHub MCP server? 🚀 Here’s a quick demo showing our custom GitHub Velocity MCP tool running in Claude Desktop to handle complex workflows in record time. @anthropic.com @aaif.io @linuxfoundation.org 🙌

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Reshapr @reshapr.io · 20/07/2026

🥊 reShapr vs Official GitHub MCP: What happens when you optimize tool calls for AI agents? In our latest benchmark, we put the official @github.com Model Context Protocol (MCP) tools head-to-head with a purpose-built reShapr action to measure pull request velocity on microsoft/vscode. The results?

reshapr.io

reShapr vs Official GitHub MCP 🥊 | reShapr

A live, curl-reproducible benchmark showing how reShapr turns a 31-call GitHub MCP pull-request workflow into one predictable agent action, then trims the response further with output filters and…

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Reshapr @reshapr.io · 13/07/2026

🚀 Reshapr 0.1.0 is here! This release brings some major building blocks: ✨ Compose multiple MCP server variations by assembling capabilities ⚡ A Quick Start UI wizard to create an MCP server in seconds 🔐 A refreshed UI ready to sit behind your corporate SSO

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Laurent Broudoux @lbroudoux.bsky.social · 09/07/2026

😎 Summer time is here, but still a productive week at @reshapr.io. `0.1.0` release is right around the corner! 🔥 You'll find: 1⃣ A new model for building variations of an MCP Server 🧩 2⃣ A Quick Start wizard to create MCP in seconds 🧙 3⃣ A fresh & comprehensive UI 🎨

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Reshapr @reshapr.io · 09/07/2026

💡 BFF (Backend-for-Frontend) changed how we build user interfaces. Now, the rise of AI agents demands a new pattern: BFA (Backend-for-Agent) 🤖 Exposing x100 of raw REST, GraphQL, or gRPC endpoints to an agent causes context overload, unpredictable behavior, and governance headaches.

reshapr.io

From API Sprawl to Agent Actions | reShapr

How reShapr turns existing APIs into governed, task-specific MCP tools with Custom Tools, scripted orchestration, and output filtering.

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Reshapr @reshapr.io · 08/07/2026

🌐 ReShapr Demos: Now Fully Open & Replayable! Missed one of our live sessions or want to dive deeper into a specific data flow? All ReShapr demos are now available for you to watch, replay, and dissect. #OpenSource #YouTubeDemos #MCP #TechCommunity @aaif.io @linuxfoundation.org 🙌

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Reshapr @reshapr.io · 07/07/2026

One of our favorite moments from our webinar with @dash0.com on Testing & Observing Agentic Applications with @opentelemetry.io, @microcks.io, and @reshapr.io 😄 It was genuinely fun to watch @salaboy.com (CNCF TOC Member, AAIF Ambassador...) discover reShapr live and react to its performance.

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Reshapr @reshapr.io · 25/06/2026

Open-Meteo OpenAPI & Keycloak Security with 𝗢𝗔𝘂𝘁𝗵𝟮 𝗠𝗖𝗣 𝗨𝗥𝗟 𝗲𝗹𝗶𝗰𝗶𝘁𝗮𝘁𝗶𝗼𝗻 🔐 Learn how to use reShapr to securely connect the Open-Meteo OpenAPI to your Model Context Protocol (MCP) clients while enforcing Keycloak-backed OAuth2 authentication using MCP Elicitation! @aaif.io @linuxfoundation.org 🙌

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Laurent Broudoux @lbroudoux.bsky.social · 19/06/2026

💥 We had a super productive week at @reshapr.io! 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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Reshapr @reshapr.io · 16/06/2026

🚀 Les inscriptions sont ouvertes pour le BBL AXA, ce jeudi 18 de 11h30 à 12h30! Merci à AXA France pour l’organisation 🙌 Venez découvrir reShapr et comment sécuriser l’exposition de vos APIs aux agents IA via le Model Context Protocol (MCP). 👉 Inscrivez-vous: www.meetup.com/bbl-axa/even...

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Reshapr @reshapr.io · 09/06/2026

🎥 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? We show you how reShapr solves this using: Schema Filtering & 𝗧𝗼𝗸𝗲𝗻 𝗘𝗹𝗶𝗰𝗶𝘁𝗮𝘁𝗶𝗼𝗻 𝗦𝗲𝗰𝗿𝗲𝘁𝘀 🔐🤖

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Reshapr @reshapr.io · 08/06/2026

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. Choose wisely. @aaif.io 🙌

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Reshapr @reshapr.io · 08/06/2026

🤖 Reshapr présent à France API (www.franceapi.fr)! Venez échanger avec nous sur le futur des API à l'ère de l'IA 🌐 🔹 Le standard MCP pour connecter LLMs et données 🔹 L'intégration des API pour les agents IA 🔹 Cas d'usage concrets Hâte de vous voir et de discuter de vive voix ! 👋 @aaif.io 🙌

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Reshapr @reshapr.io · 05/06/2026

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! - A 𝗪𝗲𝗯 𝗨𝗜 to support management as well as users' operations. This initiative was started by one adopter ❤️ it will evolve based on community contribs and feedback

github.com

Release 0.0.13 · reshaprio/reshapr

Changelog 🚀 Features 3e2c201 #173 Improve elicitation form screen, closes #173 4d7db88 #172 Evict elicitation secret from session in case of backend authentication failure, closes #172 00734af #16...

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Laurent Broudoux @lbroudoux.bsky.social · 04/06/2026

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

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Reshapr @reshapr.io · 03/06/2026

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.

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Reshapr @reshapr.io · 01/06/2026

🚨 Why do most AI agents fail on real-world APIs? It’s not the model. It’s 𝗖𝗢𝗡𝗧𝗘𝗫𝗧 𝗪𝗜𝗡𝗗𝗢𝗪 𝗕𝗟𝗢𝗔𝗧. Why your LLM gets overwhelmed with APIs and how reShapr fixes it in minutes 🧵 When you feed a full REST/GraphQL/gRPC response to an LLM, 80%+ of the tokens are useless noise.

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Reshapr @reshapr.io · 28/05/2026

🤖 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, and observe them at scale? 🔗 Register: www.linkedin.com/events/74603... @cncf.io @aaif.io 🙌

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Reshapr @reshapr.io · 27/05/2026

🚀 Control your LLM context like a pro! See how to use reShapr and @getpostman.bsky.social 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: www.youtube.com/watch?v=PVfz... @aaif.io @linuxfoundation.org 🙌

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Reshapr @reshapr.io · 26/05/2026

🚀 reShapr v0.0.12 is live! What’s new: 🔒 Proxy Audit Logs: Built on @opentelemetry.io (SIEM ready) ✂️ Output Filtering: Trim down backend API responses 📉 TOON Format Support: Further compress payload 🛡️ K8s Enhancements: Stronger auth/authz 👉 github.com/reshaprio/re... @aaif.io @linuxfoundation.org

github.com

Release 0.0.12 · reshaprio/reshapr

Changelog 🚀 Features 2b92adc #140 Enhance GraphQL detection, not relying only on basic Query, closes #140 caa86c6 #137 Adding admin REST APIs for creating/updating service accounts, closes #137 3a...

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Reshapr @reshapr.io · 19/05/2026

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

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Laurent Broudoux @lbroudoux.bsky.social · 18/05/2026

📉 @reshapr.io 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/re...

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Reshapr @reshapr.io · 15/05/2026

🚀 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/re... Show your support with a ⭐ on GitHub! #OpenSource #OIDC @aaif.io 🙌

github.com

Release 0.0.11 · reshaprio/reshapr

Changelog 🚀 Features 04d4e82 #119 Update OAuth2 client configuration with client secret, closes #119 46e942c #119 Update OAuth2 client configuration with client secret, closes #119 a1e40e9 #109 Up...

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Reshapr @reshapr.io · 14/05/2026

Coming soon to reShapr, stay tuned for the next release 🤩 @opentelemetry.io @dash0.com @cncf.io @aaif.io 🙌

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Reshapr @reshapr.io · 13/05/2026

The future of the internet isn't just websites! It's interaction 🌐 In our latest demo, we show how to attach local MCP apps to your @github.com @graphql.org services using reShapr. #AI #MCP #reShapr #FutureOfWeb #DevTools @aaif.io @linuxfoundation.org @anthropic.com 🙌

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Reshapr @reshapr.io · 12/05/2026

New reShapr demo! From context chaos to Context Control by attaching precise prompts to your @github.com @graphql.org services. By combining the two, you slash token waste and eliminate hallucinations! - Tools tell the AI what it can do - Prompts tell the AI how to do it #AI #MCP @aaif.io 🙌

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Reshapr @reshapr.io · 11/05/2026

More context ≠ better results. In fact, it usually means more hallucinations 📉 With MCP, you need to move from Context Overload to Context Control. Stop sending "everything" and start sending the "right thing" with reShapr. 🔗 reshapr.io/blog/from-co... #AI #API @aaif.io 🙌

reshapr.io

From Context Overload to Context Control! | reShapr

How reShapr's selective tool exposure makes the Model Context Protocol production-ready at enterprise scale.

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Reshapr @reshapr.io · 06/05/2026

Stop overwhelming your AI with massive API schemas! 🤯 See this new reShapr demo, where we tackle the challenge of MCP "Context Overload" using the GitHub GraphQL API. 📺 Watch the demo in action here: www.youtube.com/watch?v=OjsS... #MCP #AI #GraphQL #API #OpenSource @aaif.io @linuxfoundation.org

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Reshapr @reshapr.io · 05/05/2026

reShapr 0.0.10 is out 🎉 ✅ 15% Memory Reduction ✅ Virtual Threads for auth, boosting total throughput ✅ Enhanced CLI to list artifacts attached ✅ Configurable Timeouts for finer control ✅ OpenAPI Specs for all 🔗 Release Notes: github.com/reshaprio/re... Support with a star on GitHub! ⭐ @aaif.io 🙌

github.com

Release 0.0.10 · reshaprio/reshapr

Changelog 🚀 Features 5404e91 #15 Update the API description with new property, closes #15 706660f #87 Adding a flag for backendTimeout configuration, closes #87 413c462 #15 #68 Rename backendEndpo...

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