OTEL delta temporality support in Prometheus - Fiona Liao

Presenters Fiona Liao Source PromCon EU 2025 🚀 Unleashing the Power of Change: Delta Temporality in Prometheus 🤖 Time-series data is the lifeblood of modern monitoring and observability. But how we interpret that data – specifically, how we represent change – is surprisingly complex. Today, we’re diving deep into a fascinating evolution within Prometheus, spearheaded by Grafana Labs, exploring the concept of “delta temporality” and its potential to revolutionize how we track and analyze metrics. Let’s unpack this and see what it means for your monitoring stack. 💡 ...

December 19, 2025 · 4 min

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

UX Research Report: Prometheus and OTel's Resource Attributes. - Victoria Nduka, Andrejj Kiripolský

Presenters Victoria Nduka Andrej Kiripolský Source PromCon EU 2025 Level Up Your Monitoring: A Deep Dive into Prometheus & Resource Attributes 🚀 Let’s be honest, monitoring can feel like navigating a complex maze. You’re drowning in metrics, trying to pinpoint the root cause of an issue, and often wrestling with convoluted queries. But what if there was a simpler, more intuitive way to understand where your systems are struggling? That’s the core of a fascinating project underway within the Prometheus and OpenTelemetry communities – and it’s a game-changer for anyone serious about observability. 💡 ...

December 19, 2025 · 4 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

Lightning Talk: How to detect and delete unused metrics? - Aliaksandr Valialkin

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. ...

December 19, 2025 · 3 min