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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2026 Prediction: SOCs Embrace Risk for AI Returns
Discover why forward-thinking security leaders embrace calculated risk for a resilient, adaptive SOC.

2026 Predictions: Unified Observability Connects Ops to Business Results
See how forward-thinking organizations use unified observability to achieve real-time protection and market leadership.

AI Infrastructure Explained: How to Build Scalable LLM and ML Systems
Discover what AI infrastructure is, why it matters, and how compute, storage, networking, ML frameworks, and observability work together to enable scalable, high-performance AI systems.

Test Before You Ship: Synthetics in Pre-Prod And Watch For Drift
Test before you ship! Learn how to treat your pre-production or prod-minus-one environment with the same seriousness as your production environment.

Splunk Security Content for Threat Detection & Response: December Recap
In December, the Splunk Threat Research Team had 1 release of new security content via the Enterprise Security Content Update (ESCU) app.

Observability Data Transcends Find-and-Fix to Fuel Innovation
Discover how integrating observability across teams lets executives trace revenue shifts to user behavior, spot process bottlenecks, and make faster, evidence-based decisions that improve both operations and customer satisfaction.