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

July 2026

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Engineering

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

Jul 25, 2026

Looking back at the practices and culture of the software engineering industry over the past...

Latest Articles

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

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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

Engineering

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

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Code for life

Notes from a developer adapting to AI

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