What Is Capacity Planning in IT Operations? A Practical Guide
IT capacity planning is a crucial, forward-looking process for ensuring IT infrastructure can meet both current and future demands without performance issues or wasteful spending. …
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Server Health Monitoring Checklist for 2026
This article argues that traditional server monitoring focused solely on uptime is no longer sufficient for today’s complex, hybrid infrastructure. Modern server health requires mo…
OpenSearch Agent Health: Open-source observability and evaluation for AI agents
This article highlights the challenges of deploying and maintaining agentic AI applications in production, specifically the lack of visibility into their decision-making processes.…
Accelerating FP16 vector search performance using bulk SIMD in OpenSearch 3.5
OpenSearch has significantly improved the performance of vector search using 16-bit floating point numbers (FP16) over the last three releases. Starting with memory-optimized searc…
7 Dynatrace Alternatives and Competitors to Consider in 2026
In 2026, observability is shifting towards AI-powered, full-stack monitoring across increasingly complex hybrid and multi-cloud environments. While Dynatrace remains influential, e…
12 CMDB Tools Enterprises Should Evaluate in 2026
CMDB tools are essential for modern IT, acting as a central repository for configuration data and mapping relationships between IT components and business services. These tools go …
Avoid Alert Fatigue: Prioritize Alerts Without Missing Critical Incidents
This article highlights that alert fatigue isn't a tooling problem, but a prioritization one – too many alerts, especially those lacking context, lead to missed critical incidents.…
ROI of AI: How CIOs Measure Real Business Impact
This article highlights that traditional ROI models are insufficient for evaluating Artificial Intelligence investments. CIOs are shifting focus to measuring AI’s value across four…
What Is MTBF (Mean Time Between Failures)? How to Measure & Improve It
MTBF (Mean Time Between Failures) is a key reliability metric that measures the average time a repairable system runs before failing. It’s crucial for understanding system dependab…
Why Is Network Switch Monitoring Is Critical for Preventing Outages for SMBs?
The post Why Is Network Switch Monitoring Is Critical for Preventing Outages for SMBs? appeared first on Motadata.
Golden Signals in Monitoring: Metrics Every SRE Tracks
The post Golden Signals in Monitoring: Metrics Every SRE Tracks appeared first on Motadata.
5 Hidden Causes of Network Downtime and How to Detect Them Early
The post 5 Hidden Causes of Network Downtime and How to Detect Them Early appeared first on Motadata.