Artificial Intelligence

Presenters Bryan Boreham Source PromCon EU 2025 🚀 Unlocking System Secrets: A Deep Dive into CPU Hardware Counters 🧠 Hey tech enthusiasts! 👋 Ever wondered exactly what’s happening inside your computer’s CPU when it’s working hard? Today, we’re diving deep into a fascinating, often-overlooked area: hardware counters. This presentation from PromCon, led by the brilliant Bryan Boreham, revealed a world of granular performance insights hidden within your CPU’s core – and it’s way more exciting than you might think! 🤯 ...

Presenters Ruihang Xia Source PromCon EU 2025 Rust is Rising: How a New Language is Reinventing Prometheus 🚀 Monitoring your systems has become increasingly complex. We’re drowning in data, struggling to extract meaningful insights, and often relying on clunky, inflexible tools. But what if there was a better way? Today, we’re diving into a fascinating project that’s poised to revolutionize the Prometheus ecosystem – and it’s all thanks to Rust. 💡 ...

Presenters Pavan Yekbote Source PromCon EU 2025 🤖 Level Up Your IT: AI Agents for Lightning-Fast Root Cause Analysis ⚡ As a tech enthusiast, you know that downtime is the enemy. And when things go wrong, figuring out why can feel like an endless, frustrating detective story. But what if you could have an AI co-pilot to help you solve those mysteries in a fraction of the time? That’s exactly what AWS engineer Pavan showcased in a recent presentation – a revolutionary approach to Root Cause Analysis (RCA) using AI agents. Let’s dive in and explore how this technology is poised to transform IT operations. ...

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. 🎯 ...