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The search page on this blog has a natural-language “Ask AI” search powered by RAG (Retrieval-Augmented Generation), separate from the regular keyword search. This post covers how to use it, and how it works under the hood. How to use it Open /search/ Above the existing keyword search (PaperMod’s built-in fuse.js search), you’ll see an “Ask AI” question box Type a question in plain language Example: “Why does a non-root directory on CloudFront return a 403 instead of serving index.html?” ...

On this blog I write technical notes about AWS, AI-native infrastructure, and enterprise support work. Tech stack Hugo: static site generator AWS: S3 + CloudFront + Route 53 + ACM Jenkins: CI/CD, running locally on Windows GitHub: source control 1 2 3 # example code block hugo new posts/my-new-post.md hugo server -D Thanks for reading.