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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Advanced Link Analysis: Part 2 - Implementing Link Analysis
Learn how to step-by-step process to building the dashboard with Sigbay Link Analysis visualization app from scratch.

We’re Back, Buttercup!
It's that time of year again. .conf is back and will be both in-person and online programs. Check out this full blog to get more details about .conf21.
Splunk Developer Spring 2021 Update
What’s the latest from Splunk Developer? New SDK release, Setup Pages doc updates, search on dev.splunk.com, .conf21 Call For Speakers coming and more!

Detecting AWS IAM Privilege Escalation
The Splunk Threat Research team develops security research to help SOC analysts detect adversaries attempting to escalate their privileges and gain elevated access to AWS resources. Learn how we simulate these attacks using Atomic Red Team, collect and analyze the AWS cloudtrail logs, and utilize pre-packaged Splunk detections to detect these threats.

Getting Started with OpenTelemetry Python v1.0.0
Since the OpenTelemetry Tracing Specification reached 1.0.0 — guaranteeing long-term stability for the tracing portion of the OpenTelemetry clients, the community has been busy working to get the SDKs and APIs for popular programming language ready to be GA. Next in our ‘Getting Started with OpenTelemetry’ Series, we’ll walk you through instrumenting a Python application and install both the OpenTelemetry API and SDK.

Splunk > Clara-fication: Dashboarding Best Practices
So you want to build a better dashboard, do you? Well good, you’ve come to the right place! Learn the do's and don'ts of optimizing dashboard naming standards, layouts and more.