Operations | Monitoring | ITSM | DevOps | Cloud

Taming Atlassian Audit Logs: Processing messy JSON to enable operational insights

Atlassian’s audit records are data-rich, but messy. In this data-driven deep dive, Eddy Gurney from NetScout shares what it took to get them into Graylog. He walks through four pipeline approaches and why each fell short, then shows how moving parsing to the edge with Filebeat unlocked Graylog. With clean, flattened events flowing in, alerts and dashboards turn “noise” into operational visibility. You’ll also see how Sidecars makes config rollout easy, plus what changes to make if you’re on Atlassian Cloud instead of Data Center.

What it takes to build and scale developer platforms | Canonical x Qualcomm

Ubuntu on @qualcomm platforms simplifies access to Qualcomm’s advanced AI accelerators and capabilities, empowering developers and enterprises to innovate with confidence. Learn about the work we’re doing to bring Ubuntu to Arduino and other Qualcomm-powered boards. The Qualcomm and Canonical partnership provides developers with a reliable, security-focused, high performance operating system. In this video, Qualcomm breaks down how upstreaming, open standards, and Canonical solutions help developers move faster, from first boot to production.

Introducing Obkio's Remote User Monitoring Plan: For Distributed Workforces

The way we work has fundamentally changed. Remote and hybrid work aren't temporary shifts; they're the new reality for most organizations. And with that reality comes a challenge IT teams know all too well: how do you troubleshoot network issues for users you can't physically reach?

From Atlassian JSON to Actionable Audit Insights

Atlassian audit logs carry high-value security and operational signals, yet the raw format makes them hard to use in day-to-day investigations. Nested JSON, arrays inside arrays, and localization keys turn routine questions into slow, manual work. For lean Security and IT teams, that friction shows up as delayed triage, fragile dashboards, and alerts that fire without enough context to act.

From Ukraine to the Cloud: Stories of IPv4 Migration

This post expands on our analysis from last year that revealed that as much as 20% of IPv4 space has migrated out of Ukraine in the years following the Russian invasion in February 2022. This update reveals that AT&T (a popular destination for Ukrainian IPs) has since implemented a policy ridding itself of customers using AS7018 to originate their routes, often to support residential proxies.

Resolve's Agents of IT podcast - Ep. 11 - Sean and Ari's Hot Takes #itautomation #agenticai

Agentic AI is moving fast, but expectations are moving faster. In this episode of Agents of IT, Resolve CCO Sean Heuer and Ari Stowe, Resolve COO, cut through the noise around agentic AI, AIOps, and automation in modern IT environments. They react to recent articles from Forbes, TechCrunch, and others to unpack what’s real, what’s hype, and what actually works today.

Scaling AI Reliability: Real world lessons from Mistral AI

How does one of the world's leading AI companies keep its infrastructure reliable while shipping new models constantly? In this webinar, Devon Mizelle, Senior SRE at Mistral AI, shares the real story. Devon walks through how Mistral built an automated system that generates synthetic checks for every model the moment it goes live—no manual configuration, no forgotten monitors, no inconsistent alerting. Using monitoring as code, his team eliminated the toil of maintaining hundreds of checks across a rapidly evolving model ecosystem.

The Hidden Cost of 30% AI-Generated Code #speedscale #aicoding #devops #technews #ai

AI now writes 30% of Big Tech’s code, but the resulting surge in defects is crashing platforms like AWS and GitHub. Manual testing can no longer keep up with this velocity; it's time to deploy AI Quality Agents to save our systems. Is AI speed worth the decline in code quality, or are we headed for a breaking point? Let me know if you’ve noticed more bugs in your workflow lately. Video collab with @ScottMooreConsultingLLC.

Log Drains Now Available: Bringing Your Platform Logs Directly Into Sentry

Sentry now supports log drains, making it easy to forward logs into Sentry without any application code changes or manual project-key lookups needed. If your logs already exist somewhere else, you can now see them alongside errors and traces in Sentry, no code changes required. Already want to get started? The quickstart guide is one click away.