I work as a DevOps engineer, mostly around cloud infrastructure, AI, and automation. I like understanding how systems actually behave in the real world—what breaks, why it breaks, and how to make it simpler and more reliable.
I write to document what I learn, mistakes I make, and patterns that work (and don’t). Most posts come from hands-on experience with AWS, Azure, CI/CD, AI|ML, and production systems—nothing theoretical, mostly practical.
Exploring cloud infrastructure, DevOps practices, AI|ML, and automation. Available for technical discussions, collaborative posts, and architecture-level conversations.
Apr 28, 2025 · 11 min read · By Arjun Manoj Kumar K, DevOps Engineer | AI Enthusiast “November 30th 2022. ChatGPT dropped. And everything changed.” LLMs went from research labs to everyday tools — fast.But spinning one up yourself? Still feels... a little rough. In this two-par...
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Apr 27, 2025 · 8 min read · In Part 1, we saw DeepSeek in the cloud. Bedrock handled the weight, scaled the compute, and gave us a sleek, managed interface to explore the model’s power — all buttoned up in AWS-grade polish.But now, it’s time to pull the plug — literally.No cons...
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Dec 20, 2024 · 7 min read · Platform engineering in 2025 is no longer a niche domain within IT; it is the cornerstone of digital innovation, operational efficiency, and business agility. With the confluence of AI, hybrid computing, and decentralized teams, platform engineering ...
Join discussionDec 29, 2023 · 7 min read · Table of Contents Introduction The Era of Containers Introducing Finch: A Solution for Container Development Components of Finch Conclusion and FAQ Introduction In this blog, we will introduce Finch, based on a session by Akil Mohan on AWS com...
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