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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Supercharge Insights with Generative AI: Splunk AI Assistant for SPL is now GA
Announced at .conf24, Splunk AI Assistant for SPL is now available globally for Splunk Cloud users.

AI Frameworks: Top Types To Adopt in 2026
Whether complex neural networks or a simple ML, AI frameworks are the foundation. See the most common, and the ones you need to adopt today.

What Is MITRE D3FEND?
MITRE D3FEND is a security framework that complements MITRE ATT&CK framework by focusing on defensive cybersecurity techniques. Get the full story here.

Failure Metrics & KPIs for IT Systems
Failure metrics: a terrible name for a set of very useful metrics. If you're involved in uptime & reliability for IT systems, then read on to learn all about MTTR, MTBF, failure rates and more!

IT Event Management Explained: Detecting, Categorizing, and Responding to IT Events
Learn how to succeed with IT event management. Which events are important, and the rest of just noise? Get the full story here.

How to Speak Board: A Primer for CISOs
To navigate relationships with board members, start by understanding each member's background and unique concerns.