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 Complete Guide to CI/CD Pipeline Monitoring: Metrics, Tools, and Best Practices for Delivery Visibility
Monitor CI/CD pipelines with key metrics, best practices, and tool integrations to boost reliability, agility, and software delivery performance.

Scattered Spider Isn’t a Glitch, It’s a Warning
Scattered Spider uses social engineering to exploit identity systems and disrupt business operations. Boards must act urgently to close these gaps.

Operationalizing Observability: How To Integrate with IT’s Existing Workflows
Learn how to embed observability into existing IT workflows. This practical integration framework makes it easy and scales across the enterprise.

12 Must-Have Data Analysis Tools for 2026 | Python, SQL & AI
Discover the 12 must-have data analysis tools for 2026. Compare options for Python, SQL, and AI to boost productivity, insights, and automation.

Service Resilience - What Is It And Why Is It Needed?
Discover why service resilience is crucial in today’s digital world. Learn what it means, the key challenges, and how AI/ML-driven observability and custom KPIs help businesses ensure their services stay available, performant, and quickly recover from issues.

Unlock the Power of Splunk Cloud Platform with the MCP Server
Announcing the MCP (Model Context Protocol) server in Splunk Cloud Platform, bridging the gap between Splunk’s robust data analytics capabilities and the power of AI reasoning and automation.