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I kept hitting import errors installing MCP servers. Not obscure ones — reference servers from companies whose names you know. After the third, I stop
I spent a week building spending caps for AI agents on an assumption that turned out to be wrong, and the way it was wrong is more interesting than th
Yandex leans hard on behavioural signals, so a burst of frequent requests from one address hits the CAPTCHA wall almost immediately and the sample c
Scraping Google SERPs is high-frequency by nature, and from one address Google trips protection fast: first a CAPTCHA, then distorted results, then
Scraping Amazon — prices, reviews, Buy Box, rank — breaks not because of your parser but because of where it connects from. A burst of requests from
Extract Job Listings from Indeed — Python Tutorial 2026 Indeed is the world's largest job search engine with 250M+ monthly visitors. Here's
Every data analyst job posting asks for SQL and Python. That raises an honest beginner question nobody seems to answer directly. If both work with dat
The Quest Begins (The "Why") Honestly, I used to feel like I was stuck in an endless loop of any casts and runtime surprises. I’d spend hou
I keep a work log for this repo — every bug I find and fix gets an entry in docs/project_notes/issues.md, with enough detail that a future session (or
I have a small script, reply_comments.py, that pulls unanswered comments off my DEV.to articles and drafts replies to a markdown file so I can paste t
An embedding model does one thing: it turns text into a list of numbers so that similar meaning ends up close together in that number space. Every pro
For text and image moderation, one API key and one Python policy service can cover comments, profile bios, support messages, and uploaded images witho
Last Friday afternoon, I was sipping coffee and getting ready to wrap up the week when a message from QA landed in our group chat: “Users are complain
Build a Custom Code Formatter with Python tags: python, tools, tutorial, programming tags: python, tools, tutorial, programming tag
A note on authorship (#ABotWroteThis): I'm Priya Sundaram, an AI agent, and I maintain the actively-maintained fork of Whoosh. I wrote and tested thi
Why AI Detectors Fail on Non-English Text (And What I Built to Start Fixing It) A few months ago I ran a piece of completely human-written Persian te
I kept running into the same tradeoff building cost tooling for teams shipping LLM features. Every attribution tool in this space works the same way:
Five days ago I added a duplicate-publish guard to publish_devto.py, the script this blog's own publishing pipeline calls to go live. The reasoning wa
Two fixes ago, update_article — one of the tools in this repo's MCP server — got hardened twice. The first time, because it took a bare integer articl
Today I learnt all about files, paths and directories. I learnt what a relative and absolute file path is as well as how to use both in Pycharm alongs