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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Why Lingusitic and non-Linguistic AI are Complementary
Splunk’s observability strategy has always put AI functionality at the centre. We have always recognised that, in order to make actionable sense of full fidelity data metric, event, log, and trace data streams, human cognition requires an automated assist which is precisely what AI brings to the table. As a result, throughout our observability portfolio, customers will find a variety of machine learning and pattern discovery algorithms being put to work, separating signals from noise, surfacing patterns of correlation, diagnosing root causes, and enabling remedial responses to incidents. AI, itself, is, of course, evolving at a rapid clip and with AI Assist, Splunk adds Generative or linguistic AI functionality to the mix. But what is linguistic AI and how does it relate to the non-linguistic or Foundational AI that Splunk has deployed in its products to date?

Explore the AI Frontier in Splunk’s State of Security 2024
Splunk's State of Security 2024: The Race to Harness AI report reveals the insights, aspirations, and challenges of security leaders.

Availability Zones: The Complete Guide for 2026
If you use cloud services, you’ll want to be familiar with availability zones, as these play a major part in your overall cloud performance. Get the full story here.

Build vs. Buy: How To Decide on Software
When your business needs software, you have a very important decision to make: will you build the solution yourself, or will you buy a software solution?

Continuous Testing: The Ultimate Guide
Continuous testing is an important aspect of software development and, yes, even cybersecurity. Get the full picture and an 8-step process here.

Data Analysis Skills You Need To Know
Data analysis is the skill to have today. But exactly what do you need to ace to be a great data analyst? We’ve got you covered in this article.