System Architecture and Design

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 Aliaksandr Valialkin Source PromCon EU 2025 🚀 Taming the Metric Monster: How to Find and Delete Unused Metrics in Prometheus 🤖 Let’s be honest – managing metrics can quickly become a nightmare. You’re collecting data left and right, building complex dashboards, and suddenly, you’re staring at a massive, growing pile of metrics that… well, nobody’s using. 🤯 This is the dreaded “unused metrics” problem, and it’s a surprisingly common one, especially for teams using Prometheus. But don’t worry, it’s a problem with a solution! Today, we’re diving into how to tackle this challenge and reclaim valuable resources. ...

Presenters Julius Volz Source PromCon EU 2025 🚀 Level Up Your Prometheus Monitoring with Visual Debugging! 🛠️ Monitoring your applications and services is crucial for maintaining stability and performance. But what happens when things go wrong? When a service suddenly stops responding, or a target disappears from your monitoring system? Traditionally, debugging these issues could be a frustrating, time-consuming process. But a recent presentation at a tech conference unveiled a game-changing tool that’s set to revolutionize how we troubleshoot Prometheus. Let’s dive in! ...

Presenters Attila Szakács Source PromCon EU 2025 Beyond Syslog: Unlock True Observability with Dynamic Logging Metrics 🚀💡 Let’s be honest – logging has come a long way. For decades, Syslog was the king, a reliable workhorse for transporting log data. But as our systems grew more complex, relying solely on Syslog’s basic metrics felt… limiting. It was like trying to understand a city’s traffic flow by only counting the number of cars passing a single point – you missed the bigger picture. 🗺️ ...

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. ...