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The latest News and Information on DevOps, CI/CD, Automation and related technologies.

The Complete Guide to APM Best Practices for Developers, DevOps & SREs

Application Performance Monitoring (APM) is no longer optional, it is essential for delivering fast, reliable, and seamless digital experiences. But simply installing an APM tool isn’t enough. To truly know its potential, IT teams need to follow APM best practices. Best practices for APM refer to the most effective ways to monitor, analyze, and optimize your application’s performance using APM tools.

Introducing Netdata Insights

Subscribe to the channel → / @netdata Now in research preview: Netdata Insights The problem: Incident? You're jumping between dashboards, piecing together timelines. Reporting? You're copy-pasting charts and correlating trends by hand. The data’s there, but turning it into a narrative doesn’t scale. The solution: Netdata Insights. Synthesizes high-fidelity telemetry using the latest LLMs into AI-powered reports with natural-language explanations, visuals, and clear recommendations.

Netdata: The Fastest Path to Full Stack Observability. AI Powered.

Netdata is a real-time, high-performance and on-premises observability platform designed to monitor metrics and logs with unparalleled efficiency. Netdata requires zero-configuration to get started, and provides alerts, anomaly detection and AI assisted troubleshooting out of the box, providing a powerful and comprehensive infrastructure monitoring experience. Netdata is known for its distributed design. Instead of funneling all data into a few central databases like most traditional monitoring solutions, Netdata processes data at the edge, keeping it close to the source.

10 Essential Things to Know Before Diving into Database DevOps

In today’s rapidly evolving world of development, Database DevOps is becoming an essential practice. It combines the agility of DevOps with the intricacies of databases, all with the goal of enhancing speed, stability and collaboration when it comes to database changes. However, before diving into Database DevOps there are some key concepts your team should get acquainted with. Here are 10 key things you should know to truly understand and reap the benefits from Database DevOps.

Rewriting the Same Controls-Over and Over Again? How FINOS and Kosli Are Fixing Software Compliance

Every bank needs to prove it’s compliant. So why is every bank reinventing the same rules? Manual, duplicative compliance across teams Engineers stuck gathering screenshots for audits Custom rules for common risks Missed opportunity to define shared standards Mike joins FINOS Aaron Griswold and explains why Kosli joined FINOS—and how defining shared SDLC controls can help regulated organizations stop wasting time and start delivering software faster and safer. Unpacking the real problems in regulated software delivery.

Is AI About to Create Its Own Language? Here's What You Need to Know!

This panel brings together experts Josh Mesout (Civo), Nobel Chowdary Mandepudi (Arm), Jimil Patel (Intuit), Numa Dhamani (iVerify), and James Gress (Accenture) to discuss the cutting edge of AI and machine learning. They explore when AI might develop its own language beyond human syntax, the evolving landscape of ML frameworks such as MLIR, Mojo, and JAX, and the challenges involved in bridging the gap from AI research to production while optimizing models for deployment.

Live Linux kernel patching with progressive timestamped rollouts

The apt package manager is responsible for installing.deb packages on Ubuntu LTS (long-term support) and interim releases, including the.deb package for the Linux kernel. Updating the kernel package requires a system restart, leaving systems vulnerable between the moment the Linux kernel package is installed and when the machine is rebooted.