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Stop writing edge case tests. Let Hypothesis find them instead.

Stop writing edge case tests. Let Hypothesis find them instead.

3
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7 min read
Building Voice Agents with Rooh

Building Voice Agents with Rooh

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9 min read
Local Agent's(Xoul) Code Store & AI Arena: Autonomous Agents Powered by Code Execution

Local Agent's(Xoul) Code Store & AI Arena: Autonomous Agents Powered by Code Execution

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3 min read
I Built a Rate Limiter for My AI Content Agent

I Built a Rate Limiter for My AI Content Agent

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3 min read
Building a Risk-Aware AI Agent with Internal Critic, Self-Consistency Reasoning, and Uncertainty Estimation

Building a Risk-Aware AI Agent with Internal Critic, Self-Consistency Reasoning, and Uncertainty Estimation

1
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7 min read
NumPy & Data Manipulation

NumPy & Data Manipulation

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3 min read
Building a Football Analytics Pipeline: Patterns, Tradeoffs, and What Production Would Look Like

Building a Football Analytics Pipeline: Patterns, Tradeoffs, and What Production Would Look Like

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9 min read
Mastering Gemma 4: A Comprehensive Deep Dive into Google's Next-Generation Open Model Architecture and Deployment

Mastering Gemma 4: A Comprehensive Deep Dive into Google's Next-Generation Open Model Architecture and Deployment

4
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7 min read
How I test AI agent frontends without calling the API once

How I test AI agent frontends without calling the API once

3
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9 min read
Why I Stopped Using the Hacker News API Directly (and What I Use Instead)

Why I Stopped Using the Hacker News API Directly (and What I Use Instead)

1
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3 min read
Your AI Agent Has No Identity. Here's a One-Liner Fix.

Your AI Agent Has No Identity. Here's a One-Liner Fix.

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3 min read
Do LLM Agents Need an OS?

Do LLM Agents Need an OS?

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5 min read
You're Shipping Untested Prompts to Production (Here's How to Fix It)

You're Shipping Untested Prompts to Production (Here's How to Fix It)

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3 min read
How to Clean Messy CSV Data Without Pandas (Pure Python)

How to Clean Messy CSV Data Without Pandas (Pure Python)

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3 min read
The Zero-Dependency Python Toolkit: 3 CLI Tools, No pip install Required

The Zero-Dependency Python Toolkit: 3 CLI Tools, No pip install Required

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2 min read
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