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When “It Works” Isn’t Enough — Why Production Scraping Fails and How We Can Do Better

When “It Works” Isn’t Enough — Why Production Scraping Fails and How We Can Do Better

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3 min read
I launched a content moderation API on Product Hunt today

I launched a content moderation API on Product Hunt today

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1 min read
GitHub API: Analyze Any Developer Portfolio in 30 Lines of Python (No Auth Required)

GitHub API: Analyze Any Developer Portfolio in 30 Lines of Python (No Auth Required)

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3 min read
I Built a Python Supply Chain Risk Scanner Using Only Free APIs

I Built a Python Supply Chain Risk Scanner Using Only Free APIs

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3 min read
I Built 3 Tools to Stop My AI from Being a Yes-Man (and forgetting everything)

I Built 3 Tools to Stop My AI from Being a Yes-Man (and forgetting everything)

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3 min read
LocalStack Now Requires an Account — Here's How to Test AWS in Python Without One in 2026

LocalStack Now Requires an Account — Here's How to Test AWS in Python Without One in 2026

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7 min read
Introducing gh-weekly-updates - Automate Your Weekly GitHub Impact Summaries

Introducing gh-weekly-updates - Automate Your Weekly GitHub Impact Summaries

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4 min read
DeerFlow 2.0: What It Is, How It Works, and Why Developers Should Pay Attention

DeerFlow 2.0: What It Is, How It Works, and Why Developers Should Pay Attention

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6 min read
Python in 2026: Why I Replaced pip with uv (Complete Guide + Benchmarks)

Python in 2026: Why I Replaced pip with uv (Complete Guide + Benchmarks)

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3 min read
You Don't Need a Framework: Building Reliable AI Agents from First Principles

You Don't Need a Framework: Building Reliable AI Agents from First Principles

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6 min read
5 DataFrame Operations LLMs Handle Better Than Code

5 DataFrame Operations LLMs Handle Better Than Code

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4 min read
The coordinator-subagent pattern: the foundation every Claude multi-agent system is built on

The coordinator-subagent pattern: the foundation every Claude multi-agent system is built on

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3 min read
How I Created SmartAgent — and How It Helped Me Finally Understand AI Agents

How I Created SmartAgent — and How It Helped Me Finally Understand AI Agents

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1 min read
LocalStack Now Requires an Account — Here's How to Test AWS in Python Without One in 2026

LocalStack Now Requires an Account — Here's How to Test AWS in Python Without One in 2026

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7 min read
🗂️ Build a Beginner-Friendly File Renamer GUI in Python (Tkinter)

🗂️ Build a Beginner-Friendly File Renamer GUI in Python (Tkinter)

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3 min read
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