Switchboards Library · The thinking behind systems that do useful work.

Library

Learn the thinking.
Then build the thing.

Plain-language guides for designers, founders, and independent operators who want AI to become part of how the business works—not another tab they forget to open.

AI systems

Functionality in AI workflows

How to tell whether a system is useful in the real world, not only impressive in a demo.

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AI systems

Rules for AI systems

Turn judgment, boundaries, and exceptions into instructions a system can follow.

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AI systems

Principles for AI workflows

The durable beliefs that help you make good decisions even when the tools change.

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Content systems

Visuals that communicate

Use hierarchy, sequence, and context to make an idea easier to understand.

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Internal tools

Digital interfaces

Design the place where a person and a system meet so the next action is obvious.

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Building

The AI development process

Research, build, test, and improve the smallest system that creates real relief.

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Content systems

Find your content voice

Turn natural speech into a useful voice guide without flattening what makes you sound human.

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Ideas into action

Turn abstract ideas into systems

Move from “I want the business to feel easier” to a concrete input, decision, output, and next step.

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For designers

Design careers in the AI era

Execution is changing. Framing, judgment, direction, and system design are becoming more valuable.

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Keep reading with Dani

Useful AI notes.
No tool-review treadmill.

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