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#Engineering

Writing, research, projects, and photos around “Engineering”.

When AI Lowers Workflow Barriers: How to Redivide Functional Lines and Business Lines

A position paper: functional lines were efficient in an era of highly specialized work; once tools lower skill barriers, organizations should be redesigned around end-to-end business capability. It provides the mechanism, a spectrum of organizational forms, judgment signals, the two Chinese and American starting points, talent needs, and a falsifiable pilot protocol.

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After AI Acceleration: How to Redraw Functional and Business Lines

Functional lines once made specialized capability run efficiently; once tools lower workflow barriers, organizations should redesign around end-to-end business capability rather than cling to historical divisions of labor.

Part of the column “Technical Systems” · Chapter 5

Shared Core and Local Variation: How Multi-Region Systems Evolve

A multi-region system can neither cram every difference into a single core nor rebuild everything for each region. The key is to identify stable boundaries, preserve extension points, and clarify module ownership.

Part of the column “Technical Systems” · Chapter 4

How Close Should Managers Stay to the Code

Managers don't need to review every line of code, but if they drift away from front-line detail they lose the ability to judge risk, cost, and what is really blocking the team; the point is to build sampling-based understanding, not micro-control.

Why Code Decays: From Local Convenience to Systemic Debt

Code decay rarely comes from any single moment of bad writing; it comes from local changes repeatedly bypassing shared boundaries. What truly needs maintaining is the consistency between design and collaboration.

Part of the column “Technical Systems” · Chapter 2

Why Technical Knowledge Bases Need Entry Pages

An entry page is not a pile of links, but the shared memory a constantly changing project leaves for its team: it helps readers enter by task, judge whether information is still valid, and find the people responsible for maintaining it.

Part of the column “Documentation & Knowledge” · Chapter 2

  • #Technical Writing
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