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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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.

Life as a PM on the Splunk Machine Learning Team
Get a personal view from a new PM on the Splunk machine learning (ML) team. We touch on the experience of being a totally remote new-hire and first impressions of the ML portfolio.

Enable First-Run App Configuration With Setup Pages
Does your Splunk app require user-provided configurations to run? If so, you can use a setup page to collect and store this information

Low Latency Observability Into AWS Services With Splunk
We are excited to announce our collaboration with AWS in launching Amazon CloudWatch Metric Streams to bring real-time observability into AWS services for our joint customers.