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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.

Builder

DeskTools Implementation (Project 2 – Step 2)

Feb 7, 2026

In the rapidly evolving ecosystem of modern web development, achieving a balance between “simplicity” and...

Builder

DeskTools Planning (Project 2 – Step 1)

Feb 7, 2026

Blurring the Lines: Why I Built DeskTools for the Era of the “Hybrid Specialist” It’s...

Builder

AI Documentation Strategies for Modern Software Engineering (Project 1 – Step 5)

Feb 1, 2026

When navigating the lifecycle of a complex software project, particularly around the stage of Project...

Builder

Is it over now? No, it’s just beginning. – AI Coding Enhancement (Project 1 – Step 4)

Jan 11, 2026

AI Coding Enhancement dramatically accelerates development, but making the code truly production-ready requires more than...

Deep-dive

Rootkit Analysis: Transforming Malicious Tactics into Unbreakable Defense Strategy

Dec 27, 2025

In the world of information security, there is an age-old adage: “To catch a thief,...

Deep-dive

[Memoirs of a Security Engineer #1] The Illusion of Privilege: Why OS Walls Are Just Bits and Bytes

Dec 20, 2025

In my 20-year career across Windows and Linux internals, I’ve often found myself explaining a...

Builder

AI Contents Debugging Caused by Perspective Gaps Between Me and AI (Project 1 – Step 3)

Aug 30, 2025

For instance, you might get results that are entirely different from what you intended, and...

Builder

What is Vibe Coding? What is it and how does AI implement code? (Project 1 – Step 2)

Aug 30, 2025

What is Vibe Coding? Vibe Coding refers to an interactive development method where, without professional...

Builder

Process Monitoring System Step-by-Step Design (Project 1 – Step 1)

Aug 30, 2025

Introduction (Process Monitoring System Step-by-Step Design) This article focuses on the Process Monitoring System Step-by-Step...

Builder

The Journey of a Dinosaur Programmer Restarting with AI Coding Tools (Project 1 – Step Intro)

Aug 30, 2025

Why I Started This Project As an older office worker, I am beginning this project...

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Latest Articles

  • NER-based PII Anonymization: OpenAI Privacy Filter Analysis & Lightweight Implementation of privyscope-ko
  • AI Ecosystem Reversed Core Key Personnel (Top-down/Bottom-up)
  • 5 Systemic Risks That Arise When DevOps Degenerates into ‘Dev + Sole Burden of Ops’
  • A Junior Engineer’s Guide to Understanding Intellectual Property
  • Legacy System Decommissioning Strategy: The Critical Impact of Technical Debt and Zombie Servers on Corporate Security

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You Missed

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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