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Your AI Agent Just Got Access to Production. Did Anyone Tell Security?

A few weeks back, one of my mentees — sharp engineer, three years into her career — proudly showed me the agent her team had just shipped. It could read support tickets, pull customer data, open a fix, and push it to staging on its own. No human in the loop until the final merge.… Continue reading
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Understanding Deepseek R1: A Comprehensive Guide

The world of artificial intelligence is buzzing with innovation, and the latest entrant making waves is DeepSeek-R1, a groundbreaking reasoning model developed by the Chinese AI company, DeepSeek. Built to excel in logical inference, mathematical problem-solving, and real-time decision-making, DeepSeek-R1 sets itself apart by demonstrating its reasoning process—a feature that enhances interpretability and trust. Here’s… Continue reading
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Artificial Intelligence: How RAG is Revolutionizing Large Language Models!
Large Language Models (LLMs) have taken the AI world by storm, generating human-quality text, translating languages, and writing different kinds of creative content. But LLMs often lack real-world knowledge and context, limiting their accuracy and usefulness. This is where Retrieval-Augmented Generation (RAG) comes in – a revolutionary technique that injects knowledge into LLMs, making them… Continue reading
About Me
I’m Adarsh — an engineering leader with 20+ years at Cisco and NetApp, spanning infrastructure, cybersecurity, and now AI. I currently advise organizations on AI adoption and security strategy, and mentor engineers navigating the shift to AI-driven systems.
This blog is where I share that experience firsthand: practical, opinionated writing on AI and cybersecurity, cloud and systems design, and career growth for engineers navigating a fast-changing industry.
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Recent Posts
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