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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Kubernetes Metrics for Troubleshooting: The Practitioner’s Guide To Diagnosing & Resolving K8s Issues
When something goes wrong in Kubernetes, which metrics can help you find and fix the problem? This guide has all the answers.

Your Guide to the Observability Track for Engineering Teams at .conf25
Calling all SREs, platform engineers, and developers! The IT Engineering Observability Learning Path is your fast track to mastering Kubernetes, scaling observability, and leveling up your code troubleshooting at .conf25. Don’t just attend — engineer your best conference yet.

Five New AppDynamics Features You’ll Actually Use
Splunker Dave Hickman walks through five brand-new AppDynamics features you'll actually use.

Your Guide to the Observability Track for IT Operations at .conf25
Ready to reduce toil, boost reliability, and bring back real wins from .conf25? Dive into the IT Operations Learning Path — curated sessions, proven strategies, and a plan to deliver measurable impact for your team. Check it out and start building your schedule today.

7 Strategic Benefits of Observability for Modern Enterprises
Discover 7 enterprise-level benefits of observability, from faster incident resolution to cost optimization, with real-world outcomes and examples.

Using Splunk Federated Search for Amazon S3 to Search AWS WAF Logs: Part One
Discover how to efficiently search AWS WAF logs in Amazon S3 using Splunk Federated Search.