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Notes from a developer adapting to AI

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20+ years in security. Still figuring out what AI breaks next.

Engineering

Numpy basic functions I – Python

Aug 17, 2025

Let’s take a look at the basic NumPy functions (NumPy basic functions I), which are...

Engineering

NumPy Guide to Effortless Statistical Functions Analysis Using Sum, Mean, and Median

Jul 4, 2025

Master efficient calculation of sum, mean, and median for robust statistical functions analysis. 1. Introduction...

Deep-dive

Pros and Cons of a Monorepo vs. Multiple Repositories (Multirepo) — US Perspective

Jun 18, 2025

You’ve been building your project as a monorepo on GitHub, but the directory tree now...

Engineering

The Essential Tool for Unit Testing: Python unittest

Jun 14, 2025

Why Unit Testing Matters Unit testing is a critical part of modern software development. It...

Engineering

How to Collect and Analyze Stock and ETF Data Using yfinance in Python

Jun 11, 2025

What is yfinance? In the Python ecosystem, one of the easiest ways to retrieve financial...

Engineering

Mastering NumPy Statistical Functions for Reliable Data Analysis in the U.S.

Jun 7, 2025

Below is an English version of your blog post, adapted for a U.S. audience. I...

Engineering

Buffer Overflow – The First Attack I Ever Tried (and Defended)

Jun 5, 2025

It’s not for any particular reason, but I wanted to write about buffer overflow because...

Deep-dive

Small toy Program – Project Todo – Step #1

Jun 4, 2025

Working with LLMs as an Experienced Programmer I’m going to create a simple Project Todo...

Engineering

Data Collector – Google Trend RSS

Jun 3, 2025

Google Trend is a data analysis tool provided by Google that visually represents changes in search volume for specific...

Engineering

Getting Started with pandas-datareader in 2025: Financial Data Access Made Easy

Jun 2, 2025

pandas-datareader is a powerful Python library that allows users to easily retrieve financial and economic...

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  • AI Ecosystem Reversed Core Key Personnel (Top-down/Bottom-up)
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Deep-dive

NER-based PII Anonymization: OpenAI Privacy Filter Analysis & Lightweight Implementation of privyscope-ko

Engineering

AI Ecosystem Reversed Core Key Personnel (Top-down/Bottom-up)

Engineering

5 Systemic Risks That Arise When DevOps Degenerates into ‘Dev + Sole Burden of Ops’

Engineering

A Junior Engineer’s Guide to Understanding Intellectual Property

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Code for life

Notes from a developer adapting to AI

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