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 Best Defense Against Ransomware Isn't Another Security Tool
Discover why ransomware remains profitable and how resilient security architecture can reduce risk, improve recovery, and change the attacker's economics.

No Data Left Behind: How Splunk Federated Search Helps Teams Build AI-Ready Data Without Moving Everything
Splunk Federated Search lets teams analyze data across multiple platforms without moving it into Splunk, helping reduce complexity and cost.

Effective Cost, Not Token Count: How To Tell if Your Tokens Are Paying Off
Token count tells you how much AI you used, not whether it was worth it. Here's why effective cost, measured against quality with evals, is the metric that matters.

Using Splunk to Monitor AWS Bedrock Claude Security
Ingest AWS Bedrock Claude model invocation logs into Splunk and build a detection library grounded in real production data.

Simplify OpenTelemetry Operations with the New Fleet Management UI
Manage OpenTelemetry agents and collectors with a new Fleet Management experience in the Splunk Observability Cloud user interface.

Driving Strategic Partnerships: The CBR
Discover how Customer Business Reviews strengthen trust, align strategy, and unlock growth.