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Cloud Infrastructure & High-Scale Tech

# Fleet Observability & Infrastructure Simplification

#### The challenge

Engineering teams often run multiple conflicting monitoring agents across thousands of servers, resulting in memory overhead, version drift, and slow incident triage.

#### Our approach

We replace bulky client daemons with agentless SSH probes that gather full kernel and GPU counters in one second, paired with automated root-cause analysis runbooks.

#### Outcomes

Zero monitoring daemons installed on production targets

Unified GPU and CPU telemetry across mixed bare-metal and cloud servers

Over 75% reduction in manual troubleshooting time during system outages

Built on

Autonomous SRE & Telemetry Distributed GPU Compute

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## Have a custom distributed systems challenge?

Our principal architects partner with enterprise technical leaders to design and implement tailored, zero-trust infrastructure.

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Source: https://kushawaha.com/solutions/enterprise-infra-modernization
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