7. The Need for Standardized Workspace Structure

The next decision was that AI-assisted projects need a stable structure.

The user should be able to open any project and immediately know:

• where purpose is,
• where values are,
• where decisions are,
• where tasks are,
• where context is,
• where risks are,
• where AI rules are,
• where source of truth lives,
• where generated drafts go,
• where approved content lives.

The key requirement became:

Do not let every AI project invent its own structure.

This led to the idea of a standardized workspace.

Not a rigid bureaucratic system.

But a minimal predictable structure.

The goal:

Open any project
↓
Immediately understand where things belong
↓
Reduce attention cost
↓
Prevent duplicate AI-generated chaos

This was the beginning of a broader standardization mindset.

At first, it applied to personal AI projects.

But the pattern was bigger.

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