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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Observe, Evaluate, and Guardrail Your AI Agents With Agent Observability
We’re helping teams evaluate agent behavior, observe performance, optimize costs, and block harmful actions.

Making Observability Easier to Adopt and Scale: Introducing Splunk Observability Cloud Essentials and Premier Packages
Observability Essentials and Observability Premier simplify how customers buy and expand observability.

Attribute Coding Agent Usage, Spend, and Adoption With Tokenomics
Tokenomics in Agent Observability helps teams turn their AI spend into defensible ROI at scale.

From Root Cause To Pull Request: AI SRE in Splunk Observability Cloud Can Now Remediate Incidents With Claude Managed Agents
Splunk is extending AI SRE in Splunk Observability Cloud from incident diagnosis to code-level remediation.

Evolving to Autonomous Defense: New Agentic SOC Capabilities
Splunk is expanding its Agentic SOC Workforce with a set of new purpose-built skills, across detection, investigation, response, and governance.

The Agentic SOC Workforce: Defending at Machine Speed in the AI Era
Why trusted autonomy is becoming the operating model for modern security operations.