SAAFE - A prioritized alerting model to troubleshoot your incidents - Jorge Creixell, Manoj Acharya

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! ...

December 19, 2025 · 5 min

Lightning Talk: Anomaly Detection - Robust Strategy - Jorge Creixell

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. 🎯 ...

December 19, 2025 · 3 min