Observability

Presenters Danilo Banjac Iveri Prang Source Devoxx Belgium 2025 Taming the LLM: Lessons from Building an Autonomous Incident Response Agent 🚀 Building AI agents to automate tasks is the hot topic in tech right now. But what happens when the theory meets reality? This post dives into a fascinating case study: a company’s journey in building an LLM-powered agent for incident response and troubleshooting. It’s a real-world post-mortem, packed with hard-won lessons and practical advice for anyone considering a similar venture. ...

Presenters Victor Rentea Source Devoxx Belgium 2025 🤯 Event-Driven Architectures: The Hard Truth & How to Build for Resilience 🚀 Event-driven architectures (EDAs) are all the rage! 🎉 Kafka, message queues, asynchronous communication – they promise scalability, flexibility, and loose coupling. But let’s be honest: building truly reliable EDAs is a serious challenge. This post distills the key lessons from a recent presentation, cutting through the hype to reveal the pitfalls and offering practical advice for building systems that can withstand the inevitable storms. ⛈️ ...

Presenters Oluwatosin Oyeladun Source apidays London 2025 🚀 Level Up Your AI: Harmonising LLM Agents for Real-World Market Intelligence 🌐 Hey everyone! 👋 I’m Uluatin Oadun, a “data and AI explorer,” and I’m thrilled to share a technique I’m passionate about: Harmonising LLM agents for real-world market intelligence. We’re moving beyond isolated AI outputs to structured, aligned decisions – and it’s a game-changer. For those who caught my presentation at API Ideas in London, this is a deeper dive. For everyone else, let’s explore how we can harness the power of AI while mitigating the chaos that can arise when multiple agents disagree. ...

Presenters Peng Wang Source apidays London 2025 🚀 Simplifying AI Application Development: Beyond the Rag Complexity 💡 Hey everyone! 👋 Peng Wang here, and it was a pleasure sharing insights at API Days London. We’re seeing a massive shift in how we build applications, driven by the rise of AI. Retrieval Augmented Generation (RAG) has been a key ingredient, but let’s be honest, it’s often a messy, complex undertaking. Today, we’ll explore how to simplify that process and build AI-powered applications faster and more reliably. ...

Presenters Olatunji Sikiru Source apidays London 2025 Tracing Bullets & AI: Navigating Software Development in the Modern Era 🚀 Hey everyone! 👋 Welcome to a journey through the fascinating world of software development. I’m Arena Kamalova, a XROL and BAT software engineer, currently a VP Software Engineer at JP Morgan Chase, and a passionate advocate for women in tech. Today, we’re diving into three distinct development approaches and exploring how AI fits into each. Let’s get started! ...