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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Generative AI for Metrics in Observability
Exploring the challenges and methodologies involved in using large language models (LLMs) to generate SignalFlow programs.

Error, Defects, Bugs & Incidents: What’s the Difference?
Really know the differences in 4 common IT terms: bugs, defects, errors & incidents. Better yet? Learn the best ways to reduce them.

The Ultimate Guide to Business Metrics
Metrics help you measure and understand what’s really going on inside your business. But where to start? Where to simplify? This guide has you covered.

How a Splunk Internship Helped Shivani Fast-Track Her Career
Shivani Ahuja shares how her Splunkternship paved they way for success by helping her build a supportive community, familiarize herself with tools, and gain confidence.

AI at the Helm: Executives Talk About Navigating Ethics, Privacy, and Security
Harnessing AI's potential requires more than enthusiasm. It demands sharp vigilance, a solid ethical backbone, and a keen eye to spot shiny opportunities or hidden icebergs

Top Cybersecurity Certifications To Earn Today
Take the next step in your cybersecurity career! Check out these security certifications to earn today, from beginner to advanced, covering all aspects of cyber.