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A 1,145-Star CLI Promised "Nothing Leaves Your Machine". It Executes a Hidden Payload at Import Time.

A 1,145-Star CLI Promised "Nothing Leaves Your Machine". It Executes a Hidden Payload at Import Time.

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5 min read
How I Approach Reliable Web Scraping with Python

How I Approach Reliable Web Scraping with Python

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1 min read
Why AI gives vague debugging answers — and how to fix it with better prompts

Why AI gives vague debugging answers — and how to fix it with better prompts

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3 min read
Clean a million rows with Hydra ETL — no database, no Docker

Clean a million rows with Hydra ETL — no database, no Docker

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6 min read
I audited my own ML linter and had to withdraw its best evidence

I audited my own ML linter and had to withdraw its best evidence

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4 min read
An agent that knows which pygame you are actually running

Sanity Challenge Path One Submission

An agent that knows which pygame you are actually running

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4 min read
How to detect AI-generated text in Python (3 lines of code)

How to detect AI-generated text in Python (3 lines of code)

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2 min read
You’re a Real Python Developer Only If...

Relatable humor about daily Python struggles

You’re a Real Python Developer Only If...

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5 min read
Standardizing 250 car photos a week without Photoshop (a 20-line Python job)

Standardizing 250 car photos a week without Photoshop (a 20-line Python job)

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3 min read
6 Pitfalls Syncing AI Memory to Google Drive With No API: Keeping File IDs Intact

6 Pitfalls Syncing AI Memory to Google Drive With No API: Keeping File IDs Intact

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7 min read
Export any public Telegram channel to CSV or JSON in 5 minutes — no API keys, no phone number

Export any public Telegram channel to CSV or JSON in 5 minutes — no API keys, no phone number

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3 min read
How I Built a Zero-Cost Python Webhook Engine to Bypass a High-Friction Voting System

How I Built a Zero-Cost Python Webhook Engine to Bypass a High-Friction Voting System

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2 min read
Two Polymarket strategies that look fine until you add fees and a queue

Two Polymarket strategies that look fine until you add fees and a queue

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4 min read
Drop-in Django app to serve a decent LLM-ready documentation site

Drop-in Django app to serve a decent LLM-ready documentation site

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2 min read
Python Basics

Python Basics

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6 min read
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