Operations | Monitoring | ITSM | DevOps | Cloud

SigNoz uses distributed tracing to gain visibility into your software stack. If you need any clarification or find something missing, feel free to raise a GitHub issue with the label documentation or reach out to us at the community slack channel.

Building AI applications often means juggling multiple models, scattered datasets, and version chaos across local systems. But what if you could bring it all together — securely and efficiently — in one place? In this walkthrough, Shibam Dhar, DevRel Engineer at Harness, demonstrates how Harness Artifact Registry makes it easy to manage and govern your AI/ML assets — from models and datasets to prompts and agents — with built-in support like Hugging Face and generic registry types.

What is the most immediate risk financial services companies face today? AI-enabled social engineering is already accelerating real-world attacks. Scale, personalization, speed, and automation are lowering the barrier for attackers while making fraud detection more complex for defenders. In this episode of AI Can Do What Now?!, Lisa Jones-Huff, director of security solutions architecture at Elastic, is joined by ethical hacker Freakyclown (FC), and principle solutions architect Joe Murin to explore what is actually happening right now — beyond the hype.

Real-time camera deepfakes are no longer science fiction. High-fidelity, AI-generated impersonation may be advancing quickly — but that's not the only AI risk financial services companies should be thinking about. In this episode of AI Can Do What Now?!, Lisa Jones-Huff, director of security solutions architecture at Elastic, sits down with ethical hacker Freakyclown (FC) to explore what is technically possible today with AI, where reality still falls short of the hype, and what security teams should be worried about.

What do spacewalks and IT leadership have in common? NASA astronaut Mike Massimino joins us to share lessons on resilience, high-performance teams, impostor syndrome, and leading under pressure—learned hundreds of miles above Earth.

AI isn’t the real threat to IT careers. The real risk? Not building the skills that AI can augment. Jon Collins breaks down the “AI augmentation gap.”

When your distributed system goes down, your team spends days sorting through noise. That is revenue walking out the door. In this video, Jasper Paul breaks down the event correlation engine built to eliminate alert fatigue, and accelerate root cause analysis. Most monitoring tools still rely on basic time-window alert grouping — clustering alerts that fire at the same time and calling it correlation. But in a distributed system, outages are never isolated events. And grouping symptoms doesn't find root causes.

In this video, Roberto Jiménez, Staff Software Engineer at Grafana Labs, shares that Git Sync is expanding beyond GitHub to include universal support for different providers. The implementation uses two layers.

Fortune 500 IT. Real transformation. From automation pilots to Zero Ticket scale.

February is all about making AI in software delivery secure and easier to operate at scale. This month’s updates span enterprise-grade application security, API security via MCP, SRE automation, and a major upgrade to the DevOps Agent.