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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The Eval Engineering Lifecycle and How to Implement It
The eval engineering lifecycle is a framework for standing up and harnessing evals for AI governance at scale. Learn how and when to implement the lifecycle.

Cisco Data Fabric: Solving for Visibility, Economics, and AI Readiness
The organizations with the most operational data often have the least ability to act on it

Types of Multi-Agent System Failures: 7 Common Failures
Multi-agent systems face exponential coordination costs. This guide outlines common production failure modes and the architectural principles required to build reliable, scalable agent swarms.

Splunk Community Spotlight: Meet Shah on Community Mentorship, Architecture Optimization & .conf26
For this Splunk Community Spotlight, we’re sitting down with Meet Shah.

The Airport Bottom Line Is Hidden in the Passenger Journey
See how Splunk helps airports improve every journey.

When AI Acts on the Wrong Identity
Learn how AI identity substitution can misdirect agentic security workflows—and how CISOs can reduce risk through deterministic, auditable controls.