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Shipping Meaningful Open Source Work

Shipping Meaningful Open Source Work

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3 min read
Netmiko vs. Netdriver: The Evolution of Network Automation

Netmiko vs. Netdriver: The Evolution of Network Automation

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4 min read
Stop Screenshotting PDFs: A Dev's Guide to Extracting High-Res Images

Stop Screenshotting PDFs: A Dev's Guide to Extracting High-Res Images

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2 min read
I got tired of Reddit's API pricing, so I built a local scraper (and it's free)

I got tired of Reddit's API pricing, so I built a local scraper (and it's free)

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3 min read
Day 64: Python Depth-First Search (DFS) on Tree, Stack-Based Iterative Traversal for Deep Exploration Without Recursion

Day 64: Python Depth-First Search (DFS) on Tree, Stack-Based Iterative Traversal for Deep Exploration Without Recursion

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2 min read
Web Scraping: What It Is, How It Works, and What You Should Watch Out For

Web Scraping: What It Is, How It Works, and What You Should Watch Out For

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4 min read
From a Pyodide Wrapper to an Edge AI Engine

From a Pyodide Wrapper to an Edge AI Engine

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1 min read
Selenium Teleport: Skip Login Screens Forever

Selenium Teleport: Skip Login Screens Forever

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3 min read
Release 0.4

Release 0.4

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1 min read
Understanding Errors in Machine Learning: Accuracy, Precision, Recall & F1 Score

Understanding Errors in Machine Learning: Accuracy, Precision, Recall & F1 Score

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3 min read
🖼️ ExifPlus: Why Metadata Matters in Bug Bounty Testing & How to Protect Your App from Hidden Image Data

🖼️ ExifPlus: Why Metadata Matters in Bug Bounty Testing & How to Protect Your App from Hidden Image Data

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3 min read
How I Built a "Story-to-Data" Engine in Python (Because Faker Wasn't Enough)

How I Built a "Story-to-Data" Engine in Python (Because Faker Wasn't Enough)

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3 min read
Ed25519 + Merkle Tree + UUIDv7 = Building Tamper-Proof Decision Logs

Ed25519 + Merkle Tree + UUIDv7 = Building Tamper-Proof Decision Logs

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9 min read
From Theory to Practice: Digital Twin Core Concepts and Implementation Ideas for Engineers

From Theory to Practice: Digital Twin Core Concepts and Implementation Ideas for Engineers

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4 min read
The Architect’s Guide: Integrating LLMs into Python Automation Frameworks

The Architect’s Guide: Integrating LLMs into Python Automation Frameworks

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4 min read
Building pytest-glow-report: Beautiful Test Reports for the Modern Era

Building pytest-glow-report: Beautiful Test Reports for the Modern Era

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4 min read
Planning My Final Open Source Contribution

Planning My Final Open Source Contribution

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2 min read
Announcing Dioxide v1.0.0: Delightful Dependency Injection for Python

Announcing Dioxide v1.0.0: Delightful Dependency Injection for Python

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3 min read
From Algorithms to Agents: How My Research in Clustering Shapes My Automation Logic

From Algorithms to Agents: How My Research in Clustering Shapes My Automation Logic

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4 min read
Building a Bulletproof Automation Framework: Field Notes from an Architect

Building a Bulletproof Automation Framework: Field Notes from an Architect

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8 min read
Base LLMs vs Instruction-Tuned LLMs: Understanding the Architecture Behind ChatGPT and Claude

Base LLMs vs Instruction-Tuned LLMs: Understanding the Architecture Behind ChatGPT and Claude

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3 min read
How AI Learns: Gradient Descent Explained Through a Midnight Smoky Jollof Adventure

How AI Learns: Gradient Descent Explained Through a Midnight Smoky Jollof Adventure

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6 min read
Day 12: UDF vs Pandas UDF

Day 12: UDF vs Pandas UDF

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2 min read
How I built a scalable, cost efficient cloud gaming architecture

How I built a scalable, cost efficient cloud gaming architecture

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8 min read
Django + DRF Practical Testing: Blog, Writer, Category, SocialMediaMeta (Full Use Case) - Part 2

Django + DRF Practical Testing: Blog, Writer, Category, SocialMediaMeta (Full Use Case) - Part 2

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3 min read
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