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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Modeling and Unifying DevOps Data
Embrace data models and bring order to the chaos as we break down elements and commonalities in various stages of the DevOps lifecycle starting with Work Planning.

Making 'Shirt' Happen at .conf23
Customers, partners and Splunkers made their way back to Las Vegas for another year of new Splunk t-shirt announcements and to snag the much anticipated .conf23 hoodie.

Revolutionizing call center management: The power of Full-Stack Observability with UCCE/PCCE
Full-stack observability with Cisco AppDynamics revolutionizes call center management, optimizing performance, improving customer experience and driving business success.

BOTS at .conf23 Wrap Up and Worldwide BOTS Day!
After four hours, 56 New Wave songs, a make-your-own donut bar, and a ton of fun, BOTS v8 made its successful debut at .conf23

API Security Threats & How To Protect Against Them
Explore the evolving landscape of API threats and their impact on compliance and risk management. Learn critical best practices to secure your APIs.

Data Classification: The Beginner's Guide
Extract meaningful insights from data with data classification. Organize, protect, and manage data while adhering to best practices and achieving compliance.