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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Multi-Agent Coordination: 10 Strategies to Prevent System Failures
Prevent failures in multi-agent AI systems with strategies like deterministic task allocation, hierarchical goal decomposition, and real-time observability.
From Data at Rest to Data in Action: Machine Data Lake and Catalog
We recently announced the general availability of new Splunk Platform innovations supporting Cisco Data Fabric.
The Great Telemetry Debate: Why AI-Ready Operations Require a True Data Fabric
Learn how Cisco Data Fabric supports trusted, AI-ready operations.
Context Engineering for AI Agents in Production: Architecture, Failure Modes, and Metrics
Diagnose and resolve agent context failures by identifying common patterns, applying architectural strategies, and implementing a robust production observability loop.
Splunk Security Content for Threat Detection & Response: July Recap
The Splunk Threat Research Team had two releases of new security content via the ESCU app.
Scaling Laws of AI Tokenomics
Tokenomics isn’t about reducing tokens – it’s about understanding the marginal return of inference.