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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.

December 2025

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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...

Latest Articles

  • 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
  • [Bastion-RAG 4 – Anchor] Embedding Model Bias Verification
  • [Bastion-RAG 4 – Anchor] Embedding Noise Injection

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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

Engineering

Legacy System Decommissioning Strategy: The Critical Impact of Technical Debt and Zombie Servers on Corporate Security

Builder

[Bastion-RAG 4 – Anchor] Embedding Model Bias Verification

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Code for life

Notes from a developer adapting to AI

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