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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Splunk MCP Server 2.0: Moving at Agentic Speed, Without Giving Up Control
With Splunk MCP server, there’s no need to worry about how agents are using your data.

Token Meter: A Live Cost Meter for Your Coding Agents
See what your coding agents cost before the bill arrives. Token Meter tracks Claude Code, Codex, and Cursor usage live — free, open source, and 100% local.

RAG Observability: How To Observe RAG Systems in Production
Master RAG observability with this end-to-end guide on tracing execution paths, implementing retrieval evaluators, and building incident playbooks to ensure production reliability.

How On-Premises AI Observability Works, and Why Regulated Enterprises Need It
How on-premises AI observability works — what agent telemetry contains, why evaluation is the hard part to keep behind the firewall, and how the deployment models compare.

How To Test AI Agents Effectively
Unlock the key to AI agent testing with our guide. Discover metrics, best practices, and innovative techniques to evaluate your AI agents.

Benefits of Multi-Agent Systems
Learn the benefits of multi-agent systems and when to implement them to improve application performance and reliability.