6h ago · 3 min read · Content: Today I worked on configuring resource requests and limits for a Kubernetes Pod. This task helped me understand how Kubernetes manages CPU and memory allocation for containers and how resour
Join discussion11h ago · 3 min read · 1. Amazon S3: Object Storage Amazon S3 stands for Simple Storage Service. It is an object storage service used to store and retrieve files. A few basic concepts from the notes: Bucket: like a folder
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30m ago · 6 min read · The Problem With Most RAG Tutorials Every RAG tutorial ends the same way. You send a question, the LLM returns an answer, and you ship it. What the tutorial doesn't show you: that answer might be conf
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6h ago · 5 min read · Broker APIs are powerful. They are also the kind of powerful where one careless script can make your day very interesting. So I built trade-ops-cli, a terminal-based broker operations tool designed ar
Join discussion12h ago · 2 min read · 1. Introduction The Software Development Life Cycle (SDLC) is the "how" of software creation. As noted in image_a2f97a.png, the process generally flows through Planning → Req Analysis > Design > Imple
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12h ago · 5 min read · When system administrators provision infrastructure, marketing pages boldly display availability guarantees. To the human brain, a 99.9% vs 99.99% uptime comparison seems mathematically trivial—repres
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5h ago · 29 min read · Most DevOps engineers don't fail because they lack knowledge about tools. They fail because nobody told them what not to do before they got into production. Startup environments make this worse. The p
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