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The latest News and Information on Log Management, Log Analytics and related technologies.

Streams: Elastic's New AI That Turns Log Chaos into Clarity

Elastic just made every SRE’s life easier. With the new Elastic Streams, AI automatically organizes, structures, and analyzes billions of logs, helping you find issues, detect anomalies, and fix problems in minutes, not hours. See how Elastic’s deep generative AI core turns chaos into clarity for Site Reliability Engineers and developers worldwide.

Don't count integrations, count dashboards and alerts

Vendors often compete by saying how many extensions or quick start packs they have. The implicit promise is: more integrations equals better observability. But that misses the point. What really matters is the quality and coverage of dashboards and alerts that you actually use to maintain system health, prevent outages and improve user experience. At Coralogix we believe that what you do with integrations is far more important than how many you have.

Meet Olly - The Coralogix AI Observability Agent (Demo)

Olly is Coralogix’s AI-native observability agent that makes observability data fast, accessible, and actionable—for everyone. Traditionally, teams have spent valuable time piecing together dashboards and writing queries to troubleshoot issues. Olly changes that by letting you ask real questions in natural language and delivering instant, intelligent answers from across your logs, metrics, and traces.

Why Your APM Needs Observability - Metrics, Logs, and Traces Explained

Modern software applications are increasingly complex. Microservices, cloud infrastructure, and distributed architectures make it challenging for developers, DevOps engineers, and SREs to maintain high performance and a seamless user experience. Traditional Application Performance Monitoring (APM) provides critical insights into how applications perform, but alone, it often leaves blind spots when it comes to diagnosing issues or understanding the full system behavior.

Clarity in the Dojo: The power of the Summary Agent

In the dojo, not every role is about throwing punches. Some roles are about awareness, the unmistakable voice that tells the fighter when to move, where the strike is coming from, and why the opponent matters. That’s the role of the Summary Agent in Sumo Logic Dojo AI. Unlike a traditional agent, it doesn’t launch queries or carry out actions on its own. Its purpose is to narrate, not act. In doing so, it becomes the foundation for every other decision in the dojo.

5 Log Management Best Practices for Your Organization

At Logz.io, we speak with hundreds of companies every month. One thing is consistent across the board: everyone ships logs. But the challenges are equally common: What are the best practices for logging? How do we reduce noise? How should we architect our logs to make them truly useful? The reality is that logs are noisy for everyone. The best time to standardize your logging practices is when you write your first line of code—though that rarely happens. The second-best time is now.

Elastic recognized as a finalist for Innovation in Customer Portals in 2025 TSIA STAR Awards

We are proud to announce that Elastic has been named a finalist by the Technology & Service Industry Association (TSIA) in the 2025 STAR Awards program for Innovation in Customer Portals that Improve Digital Customer Experience. This award recognizes Elastic’s ability to embrace AI innovations to enhance our digital customer experience.