## The code runs. That's not the question. There's a failure mode with AI-generated code that's harder to catch than bugs, security holes, or performance problems. The code works. The interface looks right. The tests pass. And the system quietly solves the wrong problem. This is different from bro...
Read articleThis is a complete, copy‑pasteable guide for shipping a backend app to a single Linux server using **Docker Compose**, with a **GitHub Actions** pipeline that builds the image, scans it, and deploys it over SSH. It is written to be **language- and framework-agnostic**. The examples use a Node/TypeS...
Read article_Hello, I'm Maneshwar. I'm building git-lrc, a Micro AI code reviewer that runs on every commit. It is free and source-available on Github. [Star git-lrc](https://github.com/HexmosTech/git-lrc) to help devs discover the project. Do give it a try and share your feedback._ --- Yesterday we landed o...
Read articleEvery RAG tutorial pulls the same move. It walks you through embeddings, chunking, retrieval, and then right at the moment of truth it says "now pick a vector database" and just... moves on. Like that's a coffee-order decision. Like you're choosing a font. It's not. The database you pick decides ho...
Read article*Complete preparation breeds complacency. What is seen every day no longer raises suspicion. The hidden lies within the open — not opposed to it.* *— The 36 Stratagems, "[Deceive the Heavens to Cross the Sea](https://en.wikipedia.org/wiki/Thirty-Six_Stratagems#Deceive_the_heavens_to_cross_the_sea)"*...
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