Artificial Intelligence

Presenters Jorge Creixell Manoj Acharya Source PromCon EU 2025 🚀 Level Up Your Troubleshooting: Introducing the Assertion Framework 💡 Hey everyone! I’m Jorge from Grafana Labs, and I’m thrilled to share a game-changing approach to observability – one designed to cut through the alert chaos and deliver real insights. We’ve been working on this alongside Manoj (who’s enjoying some family time!), and we believe it’s a significant step forward in how we approach troubleshooting. Let’s dive in! ...

Presenters Jorge Creixell Source PromCon EU 2025 🚀 Level Up Your Anomaly Detection: A Smarter Approach 🤖 Hey everyone! 👋 I’m Jorge, and I’m thrilled to dive into a new strategy for anomaly detection – one that’s designed to be more robust and, frankly, smarter. Let’s explore how we’re moving beyond simple threshold-based alerts to a system that truly understands the behavior of your data. 💡 🧱 The Core Idea: Bands Around Your Metrics The fundamental concept is simple: we create bands around your key metrics. Think of it like a safety net – we’re looking for deviations from the expected behavior. When a metric drifts outside these bands, we flag it as a potential anomaly. 🎯 ...

Presenters Syed Usman Ahmad Source PromCon EU 2025 🚀 Level Up Your PHP Monitoring with Prometheus & Grafana 📊 Hey everyone! 👋 Usman from Grafana Labs here, and I’m thrilled to share some insights on how you can dramatically improve the observability of your PHP applications – especially when running them in complex environments like Kubernetes. Let’s dive in! 💡 The PHP Story: From Basics to Kubernetes 🐳 I’ve been working with PHP for 15 years – a long time in this industry! 🕰️ It started with simple scripts, evolved with technologies like Docker, and now finds itself nestled within the powerful orchestration of Kubernetes. PHP’s journey is fascinating, and it highlights a crucial point: as your applications grow, so does the need for robust monitoring. It’s easy to get lost in the complexity, but that’s where tools like Prometheus and Grafana come in. ...

Presenters Anirudha Jadhav Kyle Hounslow Source PromCon EU 2025 🚀 Agentic AI: Making Open Search Observability Accessible to All 🤖 Hey everyone! 👋 Kyle here from AWS, and I’m incredibly excited to dive into a project that’s fundamentally changing how we think about observability – specifically, within the vibrant Open Search ecosystem. We’re talking about Unleashing Agentic AI, and it’s poised to make complex data analysis accessible to users of all skill levels. Let’s explore how we’re tackling the challenges of PromQL complexity and building a future where data insights are truly democratized. ...

Presenters Bryan Boreham Source PromCon EU 2025 Decoding the Prometheus Puzzle: A Community-Powered Bug Scrub 🚀 Let’s be honest, diving into the world of monitoring and observability tools like Prometheus can feel a little daunting. It’s powerful, complex, and constantly evolving. But what if I told you there’s a secret weapon – a dedicated community effort – that’s quietly working behind the scenes to make your experience smoother? Today, we’re uncovering the “Promeus Buck Scrub,” a fascinating initiative that’s transforming how Prometheus issues and pull requests are handled. 💡 ...