Operations | Monitoring | ITSM | DevOps | Cloud

ScienceLogic

How Modern Ops Lost Their Bearings

May 8, 2026 By ScienceLogic In ScienceLogic
Modern operations carry a quiet contradiction. Organizations have never had more data, more dashboards, or more instrumentation, yet teams increasingly struggle to gain a reliable sense of what the environment is actually doing. The problem is not the absence of information. It is the absence of bearings. This drift did not happen suddenly. It accumulated across years of transformation.
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mezmo

The Journey to Production AI: Five Steps for SRE and Platform Teams

May 8, 2026 By Mezmo In Mezmo
In a recent webinar, The Journey to Production AI, Andre Elizondo walked through what separates a working agent demo from an agent worth trusting on a 2 a.m. page. Live polls during the session put numbers behind a pattern most platform teams already feel. ‍ ‍ Most teams are early. The ones who are further along did not get there by shipping a flashier demo. They got there by treating production AI as a platform problem.
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sentry

Monitor Unreal Engine Game Performance with Application Metrics

May 8, 2026 By Ivan Tustanivskyi In Sentry
Your Unreal game can ship with zero errors and still not feel great. Stutters during combat, a frame-rate cliff on the big boss, rubber-banding in multiplayer, none of it shows up as a crash and none of it shows up in Sentry, leaving you without any visibility into what your players are actually experiencing in the wild. Well, until now. Unreal Engine already gives you plenty of tools to measure game performance and collect runtime stats, but all that data stays on the dev’s machine.
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Cycle

A New Era of Linux Kernel Vulnerabilities

May 8, 2026 By Alexander Mattoni In Cycle
There have been TWO major kernel vulnerabilities announced this week. Copy-Fail (CVE-2026-31431) was announced on April 30th. Dirty Frag (CVE-2026-43284), also known as 'Copy Fail 2: Electric Boogaloo' announced literally hours ago. Both have already been patched on Cycle, and our users can receive this update simply by restarting their nodes. The Linux patch was released less than an two hours ago, and we're the first to get it to our customers.
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VictoriaMetrics

Multi-tiered Observability: A Practical Way to Handle Diverse Workloads

May 8, 2026 By Pablo Fernandez In VictoriaMetrics
Observability in large companies is rarely one-size-fits-all. The VictoriaMetrics topologies guide shows why different deployment patterns are needed as scale, isolation, and reliability requirements grow. Different workloads require different trade-offs: some need long retention for audits and trend analysis, while others need higher resolution for debugging. Business-critical systems also demand dependable alerting and high availability, often with several 9s of reliability.
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selector

Operational Intelligence and the Hidden Structure in System Logs

May 8, 2026 By Bob Slevin In Selector
Most IT teams do not suffer from a lack of data. They suffer from the amount of effort required to make sense of it. Every network device, application, cloud service, and infrastructure component generates a constant stream of machine output. Logs capture state changes, failures, retries, warnings, and thousands of other small signals about how systems behave. The problem is that raw logs are hard to use at operational speed.
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Real-Time Analytics Is Quietly Reshaping Network Operations and Service Assurance for Modern CSPs

Real-Time Analytics Is Quietly Reshaping Network Operations and Service Assurance for Modern CSPs

May 8, 2026 By OpsMatters In OpsMatters
For years, telecom operators treated analytics as a reporting layer. Data went into dashboards, engineers reviewed incidents after the fact, and performance reports helped leadership understand what had already gone wrong. That model is starting to break. Modern telecom infrastructure changes too quickly for delayed analysis to be useful. A latency spike inside a cloud-native core can ripple across services in seconds. A software bug in one region can affect thousands of enterprise users before a traditional monitoring workflow even flags the issue.
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Cultivating Local Brand Loyalty Through Data-Driven Digital Marketing Strategies

Cultivating Local Brand Loyalty Through Data-Driven Digital Marketing Strategies

May 8, 2026 By OpsMatters In OpsMatters
The digital marketing landscape has undergone a massive transformation in recent years. While global reach was once the ultimate prize for growing brands, the pendulum has swung firmly back towards local community connection. Post-pandemic shifts in consumer psychology have dictated a new era of commerce. Consumers are no longer just looking for the biggest, most expansive provider on the internet. They want to find businesses that understand their specific everyday needs, operate in their immediate physical vicinity, and share their regional cultural values.
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