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I Built an Email Validation API. Here’s Why Microsoft Lies to You.

I Built an Email Validation API. Here’s Why Microsoft Lies to You.

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3 min read
A free, keyless API for dynasty fantasy football values — built from 672k real trades

A free, keyless API for dynasty fantasy football values — built from 672k real trades

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2 min read
Zero Dependancy Pipelines in Pure Python

Zero Dependancy Pipelines in Pure Python

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4 min read
Building a Document Q&A Bot: Why Embeddings Are Trickier Than They Look

Building a Document Q&A Bot: Why Embeddings Are Trickier Than They Look

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4 min read
Automating Security in Python: A Hands-On Guide to SAST with Bandit and GitHub Actions

Automating Security in Python: A Hands-On Guide to SAST with Bandit and GitHub Actions

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3 min read
LLM Memory System Pitfalls: A 3-Hour Bug Hunt Solved with Pytest Snapshot Testing

LLM Memory System Pitfalls: A 3-Hour Bug Hunt Solved with Pytest Snapshot Testing

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3 min read
PyTorch Broadcasting Explained: The 3 Rules (and the Silent Bug That Bites Everyone)

PyTorch Broadcasting Explained: The 3 Rules (and the Silent Bug That Bites Everyone)

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4 min read
Why Your AI App Costs Too Much (And How I Fixed It)

Why Your AI App Costs Too Much (And How I Fixed It)

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3 min read
SQL AI Database Solutions: Building a Safe Text-to-SQL App with Streamlit and Hugging Face

SQL AI Database Solutions: Building a Safe Text-to-SQL App with Streamlit and Hugging Face

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5 min read
Agent Sentry: a 400-line local sidecar that watches what your AI coding agent is about to do

Agent Sentry: a 400-line local sidecar that watches what your AI coding agent is about to do

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4 min read
Building cross-distro offline voice dictation for Linux (and why it took more than a model)

Building cross-distro offline voice dictation for Linux (and why it took more than a model)

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6 min read
When Regex Fails: LLMs for Messy HTML Data

When Regex Fails: LLMs for Messy HTML Data

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4 min read
How to Get Canadian Contractor License Data by API (2026)

How to Get Canadian Contractor License Data by API (2026)

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5 min read
pip install cinderwright -- give any Python AI agent access to 2,835 paid APIs

pip install cinderwright -- give any Python AI agent access to 2,835 paid APIs

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2 min read
uv is amazing and that's exactly what should scare Python devs

uv is amazing and that's exactly what should scare Python devs

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3 min read
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