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Building a sortable data-journalism page in Astro: 33K FARS records, sparklines, and the bugs that nearly broke it

Building a sortable data-journalism page in Astro: 33K FARS records, sparklines, and the bugs that nearly broke it

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8 min read
We Had LLMs Hallucinating Legal URLs in Production — Here's What We Tried

We Had LLMs Hallucinating Legal URLs in Production — Here's What We Tried

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4 min read
Make BGP Visible: A Live Topology Dashboard with Containerlab

Make BGP Visible: A Live Topology Dashboard with Containerlab

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5 min read
Scaling data systems: Where things start to break

Scaling data systems: Where things start to break

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3 min read
Python for Data Engineers: The Patterns I Use in Every Pipeline

Python for Data Engineers: The Patterns I Use in Every Pipeline

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12 min read
Why AI-Generated Code Makes You Slower (And How to Fix Your Workflow)

Why AI-Generated Code Makes You Slower (And How to Fix Your Workflow)

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4 min read
Weekend Experiment: Free Qwen as a Personal API. Here Is What Actually Happened.

Weekend Experiment: Free Qwen as a Personal API. Here Is What Actually Happened.

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4 min read
Why I Built an ML-Powered Secrets Detector Instead of Just Using Regex

Why I Built an ML-Powered Secrets Detector Instead of Just Using Regex

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8 min read
67. DBSCAN: Clustering That Handles Messy Data

67. DBSCAN: Clustering That Handles Messy Data

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9 min read
str() vs repr() vs print() in Python

str() vs repr() vs print() in Python

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2 min read
"Secure Financial Workflows: Key Lessons from the Trenches"

"Secure Financial Workflows: Key Lessons from the Trenches"

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2 min read
IndexedDB Automation Testing Pitfalls: 3 Hidden Bugs & 30 Wasted Hours

IndexedDB Automation Testing Pitfalls: 3 Hidden Bugs & 30 Wasted Hours

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3 min read
Volatility Risk Premium in 30 Lines of Python (And the 5 Mistakes That Wreck It)

Volatility Risk Premium in 30 Lines of Python (And the 5 Mistakes That Wreck It)

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6 min read
Stop Guessing Which Weights Your Neural Network Actually Learned: Deterministic Initialization That Tracks Every Change

Stop Guessing Which Weights Your Neural Network Actually Learned: Deterministic Initialization That Tracks Every Change

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6 min read
Python and Its Role in Data Analytics

Python and Its Role in Data Analytics

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6 min read
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