Kushagra Sharma's Blog Posts
Kushagra Sharma is a Product Manager at Cisco working on AIOps products that help teams operate complex systems with intelligence and scale. He focuses on translating customer problems into practical, data-driven solutions at the intersection of AI, reliability, and software platforms. Passionate about clear thinking and strong product craft, Kushagra writes to share insights on technology, product strategy, and building systems that actually work in the real world.
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SOAR: Transforming Security and IT
Splunker Kassandra Murphy explains how to streamline workflows and boost efficiency across your organization with intelligent orchestration and automation.

Model Drift: What It Is & How To Avoid Drift in AI/ML Models
Model drift is the term for an AI or ML model’s tendency to lose its predictive ability over time. The model has drifted away from its original goal or purpose.

Stateful vs. Stateless: Understanding Key Differences for Apps and IT Systems
Stateful and stateless are important terms in programming. “Stateful” means information about the state is tracked. In contrast, “stateless” tracks no information.

Splunk Remote Upgrader for Linux Universal Forwarders
Splunker Piotr Lenarczyk explains how the Splunk Remote Upgrader for Linux enhances the efficiency of upgrading Universal Forwarders.

Logs Are for Campfires: Integrate and Innovate With Splunk Asset and Risk Intelligence
Splunker Jerald Perry explains how to stay ahead of threats with streamlined workflows and comprehensive insights into your security posture.

Observability Costs: Tips for More Efficient Data Management
Splunker Joanna Zouhour explores tips for utilizing OpenTelemetry and Splunk's advanced tools to separate valuable data from noise and streamline your observability practice.