Operations | Monitoring | ITSM | DevOps | Cloud

Stateful Vs. Stateless Applications: What's The Difference (And Why It Matters)

Think of a stateful application like a conversation with a barista who remembers your order every time you walk in. They know what you had yesterday, how you like it prepared, and what you’ll probably want next. That memory makes the experience smoother, but it also means that if that barista isn’t around, your experience can break down entirely. A stateless application, on the other hand, is similar to ordering from a self-service kiosk.

[Open beta] Introducing Tests in Bitbucket Pipelines

If you’ve ever watched a pull request sit for hours because of a flaky test, you know how quickly test suites can turn from safety net into bottleneck. As teams grow, test suites tend to grow even faster because every new feature, bug fix, and regression adds more tests, while old or redundant tests are rarely cleaned up, so over time you end up running far more tests than are strictly needed for reliable feedback.

How Cisco Revolutionized Platform Engineering with Komodor's Agentic AI

In the world of cloud-native infrastructure, complexity is the silent killer of innovation. For Cisco Outshift, the company’s incubation engine, managing a sprawling environment of AWS EKS clusters and edge-based MicroK8s workloads created a classic bottleneck: the Platform Engineering team was drowning in toil. Facing SRE burnout and the limits of human scaling, Cisco embarked on an ambitious journey to evolve its internal operations from standard DevOps to Agentic AI.

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.