
MagiC v0.4: Embedded Server Mode + Real Benchmark Numbers
We shipped MagiC v0.4 today. Two things worth talking about: embedded server mode and the benchmark suite we built to validate our performance claims....

We shipped MagiC v0.4 today. Two things worth talking about: embedded server mode and the benchmark suite we built to validate our performance claims....

Scraping App Permission Data: Privacy Analysis at Scale Mobile apps request permissions that reveal their true data collection practices. Let's build...

How to Build a Public Company Director Network Tracker Board interlocks — where directors sit on multiple company boards — reveal hidden power network...

Building a Tech Salary Database with Job Posting Data Salary transparency laws have changed the game. Many job postings now include compensation range...

How to Scrape LinkedIn Connections for Network Analysis Understanding your professional network can reveal hidden patterns — clusters of industry cont...

Scraping Influencer Engagement Rates Across Platforms with Python Influencer marketing is a $21B industry, but choosing the right influencer is guessw...

SwiftUI is a modular system for building apps. Features share UI primitives without importing each other. The app shell owns navigation, observability...

Introduction Continue reading on Medium »

Chapter 13 Continue reading on Medium »

TIOBE, Stack Overflow, GitHub, and the job market all say the same thing. Continue reading on Medium »

🔗 Before We Start Continue reading on Medium »

I didn’t plan to leave Jupyter. It happened gradually Continue reading on The Pythonworld »

* Every time I needed to log into something, the same thing happened: * Enter email and password Wait for the OTP email Switch to Gmail Find the email...
The automation tool I built for myself quietly started changing how other developers worked Continue reading on Medium »

After a long, busy day, deciding what to cook can feel like a task in itself. Instead of repeating the same meals, why not explore options that match...
Your environment is externally managed. That single line has stopped more installs than broken code ever did. It can feel abrupt at first… Continue re...

The rapid adoption of Large Language Models (LLMs) has created a new category of high-value targets for cybercriminals. As organizations… Continue rea...

MCP (Model Context Protocol) is having a moment. Since Anthropic donated the protocol to the Linux Foundation in December 2025, adoption has exploded....

How I built a multi-agent vulnerability assessment system with CrewAI, real security tools, and real-time streaming Continue reading on Medium »

Government procurement is a $13 trillion global market. Companies that find relevant tenders first gain a massive competitive advantage. Here's how to...
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