Large Scale Distributed LLM Inference with LLM D and Kubernetes by Abdel Sghiouar

Presenters Abdel Sghiouar Source Devoxx Belgium 2025 Scaling LLMs: A Kubernetes Deep Dive 🚀💡👨‍💻 Deploying Large Language Models (LLMs) in production is no longer a simple matter of scaling web applications. It demands a fundamentally new approach, and Kubernetes is emerging as the central orchestration platform. Let’s dive into the latest techniques and innovations for mastering LLM deployments! 1. Deploying Small LLMs on Kubernetes: A Balancing Act 🛠️ Getting started with smaller LLMs (around 1 billion parameters) on Kubernetes can be surprisingly tricky. A recent presentation highlighted a practical approach using the VLM framework, demonstrating how to leverage Kubernetes for container orchestration and kubectl for management. ...

October 6, 2025 · 4 min

Unlocking AI Coding Assistants: Real World Use Cases by Gunter Rotsaert

Presenters Gunter Rotsaert Source Devoxx Belgium 2025 🤖✨ Level Up Your Coding with AI: A Practical Guide & Security First! 🚀 AI is rapidly changing the landscape of software development. It’s not about replacing developers, but about augmenting our skills and boosting productivity. This post synthesizes insights from a recent tech conference, covering everything from basic AI-assisted tasks to advanced techniques like custom plugins and, crucially, how to stay secure! Let’s dive in! 🛠️ ...

October 6, 2025 · 3 min

API Drift: A Hidden Crisis in MCP Servers By Naresh Jain.

Presenters Naresh Jain Source apidays London 2025 🚀 Taming the API Beast: How Specmatic Auto-Testing Can Save Your Sanity 🛠️ Let’s be honest: APIs are the backbone of modern software. But what happens when those APIs are… unreliable? The presenter at the recent tech conference shed light on a widespread problem – API inconsistencies – and presented a powerful solution: Specmatic Auto-Testing. Let’s dive in and see how you can avoid the API headache. ...

October 7, 2025 · 4 min

Are APIs becoming obsolete? Think MCP, ACP, A2A, AGNTCY etc.

Presenters Shreshta Shyamsundar Source apidays London 2025 🚀 The API Landscape is Shifting: Are You Ready for the Age of AI Agents? 🤖 For years, APIs have been the backbone of the digital world, powering everything from online shopping to social media. But what happens when Artificial Intelligence enters the picture? Shreshta Shamsundar, a seasoned technologist with over two decades of experience, tackled this very question at API Days Global in London, arguing that APIs aren’t going anywhere – they’re evolving. Let’s dive into how AI agents are reshaping the API landscape and what this means for developers. ...

October 7, 2025 · 4 min

Do you speak Agent? The convergence of APIs, MCP, A2A, and Agent Languages.

Presenters Steven Willmott Source apidays London 2025 🚀 Blending the New & the Established: Why Old Communication Standards Still Matter in the Age of LLMs 🌐 The rise of Large Language Models (LLMs) has been nothing short of revolutionary. They’re reshaping how we interact with technology and fundamentally changing the landscape of API design. But in the rush to embrace the latest and greatest, are we throwing the baby out with the bathwater? This presentation argued that the principles and structures from older, more formalized communication standards – like FIPA – still hold significant value, and that the future likely involves a fascinating blend of both worlds. Let’s dive in! ...

October 7, 2025 · 4 min