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Windows won't let you own Win+Shift+S. So I hooked the keyboard in Python.

Low-level keyboard hooks bypass shell reservations

Windows won't let you own Win+Shift+S. So I hooked the keyboard in Python.

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4 min read
Building RailPulse AI: Deploying an Open-Source Railway Dispatch Agent with Gemma and Google Cloud Run

Building RailPulse AI: Deploying an Open-Source Railway Dispatch Agent with Gemma and Google Cloud Run

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5 min read
The Life of a Django Request

The Life of a Django Request

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9 min read
Audit 1,000 websites for speed, SEO, AI-crawler access and domain expiry (with plain Python, no scraping)

Audit 1,000 websites for speed, SEO, AI-crawler access and domain expiry (with plain Python, no scraping)

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4 min read
5 Python PDF libraries vs 1,068 broken PDFs: what crashed, and why one of my explanations was wrong

5 Python PDF libraries vs 1,068 broken PDFs: what crashed, and why one of my explanations was wrong

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3 min read
LifePilot: Building a Personal Life Manager Inside a Chat Room

LifePilot: Building a Personal Life Manager Inside a Chat Room

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8 min read
A vendor claimed +90.2% annualised. Their own monthly table says 34.8% without three months.

A vendor claimed +90.2% annualised. Their own monthly table says 34.8% without three months.

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2 min read
Your Agent's Command Printed Nothing for 2 Minutes. stdout Wasn't a Terminal

Your Agent's Command Printed Nothing for 2 Minutes. stdout Wasn't a Terminal

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8 min read
Building Your First Model Context Protocol (MCP) Server: A Team Task Tracker with FastMCP and SQLite

Building Your First Model Context Protocol (MCP) Server: A Team Task Tracker with FastMCP and SQLite

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3 min read
Video link to text for Bilibili, Douyin and RedNote: 4 approaches compared (download + Whisper, subtitles, editors, a link API)

Video link to text for Bilibili, Douyin and RedNote: 4 approaches compared (download + Whisper, subtitles, editors, a link API)

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3 min read
The other side of the pull request: asking another team's coding agent why, on Switch

The other side of the pull request: asking another team's coding agent why, on Switch

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15 min read
The Average of Percentages Lies: A Small pandas Lesson From 73,568 Business Listings

The Average of Percentages Lies: A Small pandas Lesson From 73,568 Business Listings

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3 min read
Treat a crawler skill's output as a versioned interface

Treat a crawler skill's output as a versioned interface

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4 min read
One approval, two payments: what an AI agent does after a crash

One approval, two payments: what an AI agent does after a crash

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4 min read
My Analytics Agent Stopped Repeating Its Wrong Guesses With Hindsight

My Analytics Agent Stopped Repeating Its Wrong Guesses With Hindsight

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6 min read
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