Feb 13 · 8 min read · Content Role: pillar Chaos Engineering: Building Resilient Systems Controlled failure injection with Litmus and AWS Fault Injection Simulator Distributed systems fail. Networks partition, services crash, databases become unavailable, and latency spik...
Join discussionFeb 12 · 11 min read · Why Traditional Testing Fails for Distributed Systems Unit tests, integration tests, and even end-to-end tests operate in controlled environments that bear little resemblance to production chaos. They validate that code works when infrastructure beha...
Join discussionFeb 8 · 4 min read · Most Kubernetes content starts with kubectl apply. This one starts at the metal. In this article, I document how I built a production-style Kubernetes platform from bare metal, why I made specific architectural trade-offs, and how a deliberate failur...
Join discussionOct 26, 2025 · 6 min read · One of the most interesting tech events I've attended this year was AWS Community Day Bangalore, which took place at the Conrad Hotel on May 23, 2025. Cloud enthusiasts, developers, architects, and AWS specialists from all around Bangalore gathered t...
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Jul 31, 2025 · 2 min read · In today's cloud-native world, distributed systems have become the norm—but with scale comes complexity, and with complexity comes failure. Outages are no longer a matter of if, but when. Rather than reacting to failures after they occur, modern engi...
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Jul 16, 2025 · 4 min read · In the past, most applications were built as monoliths. The biggest concern then was something like a power outage taking down the whole system. But modern applications have evolved today, most are built using microservices, running in complex enviro...
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Jun 25, 2025 · 5 min read · I was selected for the LFX Mentorship Program 2025 under LitmusChaos where my project was CNCF — LitmusChaos: CI/CD Integration, SDK Development & Chaos-CI-Lib Revamp During my mentorship, I submitted a total of 7 PR’s to 4 repositories of LitmusChao...
Join discussionJun 23, 2025 · 4 min read · I Time-Traveled into My Own GitHub Repo and Got Trapped in a Loop of Bugs Crazyyyyyyyy!!!!!!!!!!!! It all started at 2:13 a.m. I was thoughtfully spiralling in a project I hadn’t touched in months — a half-built app I proudly named BugBeater8, which ...
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May 28, 2025 · 24 min read · You may have heard about “Agentic AI” systems and wondered what they’re all about. Well, in basic terms, the idea behind Agentic AI is that it can see its surroundings, set and pursue goals, plan and reason through many processes, and learn from expe...
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