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Can AI/ML Guide Observability? Tech Talk #6

This talk will examine the application of Artificial Intelligence and Machine Learning in observability. It will cover how AI/ML is being used to monitor systems, detect anomalies, and extract insights from telemetry data. The session will provide information on integrating AI/ML into observability pipelines, improving analytical capabilities, and system performance.

AI Arms Race: How Artificial Intelligence is Both the Weapon and the Shield in Modern Cyber Warfare

Cybercriminals are no longer lone hackers sitting behind screens; they use artificial intelligence to supercharge their attacks. They employ large language models (LLMs) that generate phishing content to evade human detection. They use malware that adapts mid-execution to bypass sandbox environments and deepfake video/audio to mimic executives in real time.

How we're shipping faster with Claude Code and Git Worktrees

Four months ago, Claude Code was announced and we were requesting invites to its "Research Preview." Now? We've gone from no Claude Code to simultaneously running four or five Claude agents, each working on different features in parallel. It sounds chaotic, but it's been a natural progression as we've learned to trust AI more and as the tools have dramatically improved.

The Open Source Observability Podcast - EP #1: Clickhouse, Data Lakes, and AWS S3 with Joshua Lee

In this episode we get to dive into some of Josh's favourite databases and telemetry sources for observability. Listen to learn what open source software you could benefit from including in your toolstack! Joshua Lee is a Developer Advocate at Altinity, where he applies his observability and engineering background to ClickHouse use cases and creates educational content to support the open source community. He has over 15 years of experience in leading software projects for a broad scope of industries.

Demo Roundups! Meet the PagerDuty AI Agents

Welcome to the future of operations, where people and agents manage critical work together, driving productivity and efficiency. Learn how PagerDuty’s AI agents can supercharge teams, by autonomously handling repetitive tasks and resolving well-known issues, while surfacing data and insights that augment human expertise for faster resolution and higher operational resilience.

How Puppet is Redefining Infrastructure Management with AI, Powered by Perforce Intelligence

AI has emerged as a defining force in modern technology, spearheading transformation across industries. Yet, despite its promise to revolutionize workflows and unlock unprecedented efficiency, most DevOps organizations face significant hurdles in adopting AI safely and effectively. Concerns about complexity, scalability, and governance hold many decision makers back.

Integrating AI into Your Business Website

Let's start with the most obvious entry point: chatbots. These little text-box gremlins can handle customer queries, book appointments, suggest products, and provide support 24/7 without ever asking for a lunch break. They're not just helpful, they're expected. But make sure they don't sound like a malfunctioning toaster. The best chatbots are conversational, helpful, and a little bit charming. Think less "HAL 9000" and more "friendly guide who actually listens."

Beyond the code: Shipping faster with AI with Leo P.

We’re running a short mini-series on The Debrief podcast called Beyond the code, where we interview our engineers about what it’s really like to build at incident.io. In this episode, we chat with Product Engineer Leo about how we’re using AI tools like Claude Code to ship more product, more quickly.

How to Use an AI Assistant with Your Monitoring System - VictoriaMetrics MCP Server

Alex Marshalov explores the new VictoriaMetrics MCP Server. He moves beyond the hype to show what's truly possible today. The presentation offers a builder's perspective on integrating AI with time-series data, featuring a demo that showcases both the potential and the current realities (yes, there are some). See how we're thinking about solving complex monitoring challenges with AI. Resources for Further Learning.