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2h 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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Apr 30 · 6 min read · Why I Built This Most Kubernetes tutorials stop at kubectl apply -f deployment.yaml. They don't show you how a VPC is laid out, why you need two availability zones, what IAM roles EKS nodes actually n
Join discussionApr 9 · 6 min read · Why I Built This Every DevOps incident I've dealt with follows the same pattern. Something breaks. I open five terminal tabs. I run kubectl, check the AWS console, tail Docker logs, and manually piece
Join discussionApr 1 · 4 min read · Why I Built This Every time I join a new codebase, the first few days are the same: open the repo, stare at folders, try to figure out which service does what, read half a file, get interrupted, lose
Join discussionMar 31 · 4 min read · Why I Built This Every DevOps engineer has had the 2am moment. Something is broken. You don't know what. You SSH in, check logs, Google the error, open five tabs, still nothing clear. Thirty minutes l
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