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An analyst monitors an overwhelming number of dashboards, displaying a benefit of instead using a unified observability path view
Network Operations

Replacing Five Dashboards With One Path View

Most teams don’t set out to build a five-dashboard workflow. Maybe you start with a network view, but it

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Digital imprints of users in a network environment. A magnifying glass highlights several of them, representing behavioral analytics
Deep Network Observability

What Is Behavioral Analytics?

Modern networks rarely fail in obvious ways. Instead, risk accumulates quietly as traffic patterns shift, users behave differently, and

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Blocks of data in a digital environment. Most of the blocks are clear but one is red, representing AI-powered anomaly detection
Network Security

AI-Powered Anomaly Detection: Benefits, Techniques, and Challenges

As networks scale and data volumes grow, detecting what doesn’t belong becomes increasingly difficult. Modern environments generate vast datasets

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A row of blocks, most with checkmarks, but one yellow with an alert symbol, representing end-to-end application performance troubleshooting
Network Operations

From User Complaint to Root Cause: Tracing a Slow App Across WAN and Cloud

Let’s say a user reports that an application feels slow. It’s not completely down, but just sluggish enough to

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Pathways link blocks in a digital environment, representing network metadata
Network Security

Why Network Metadata Is Becoming More Valuable Than Packets

For years, packet capture was considered the gold standard for network visibility. If you had the packets, you had

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Red alert light over red background
Network Operations

Why Root Cause Is Often Found Outside the Alert That Fired

Often, an alert feels definitive. A threshold was crossed; something measurable went wrong at a specific place and time.

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Data is transferred out of a cloud, representing cloud egress
Network Operations

Understanding the Impact of Unmonitored Cloud Egress

While cloud environments make it easy to scale applications and distribute services, many teams end up losing visibility into

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A red helium balloon attached to a heavy, rising anvil, representing the challenge of distributed workload visibility
Deep Network Observability

The Operational Tax of Distributed Workloads And How Metadata Eliminates It

Modern infrastructure has become fluid. Workloads shift across cloud regions, containers scale up and down by the hour, and

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Many blue network nodes with one red note to which several connecting lines are attached, representing lateral movement detection
Security Operations

How to Investigate Lateral Movement Using Flow Data

Lateral movement is rarely loud. Once an attacker gains an initial foothold, the next phase often blends into normal

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