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The hidden layers of AI and automation

We expose what they don't show in the demo.

Deep dives into AI tools, automation systems, and digital business models tested until they break.

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AI Tool Teardowns Automation Autopsies Business X-Rays Zero fluff Tested in production Real numbers only AI Tool Teardowns Automation Autopsies Business X-Rays Zero fluff Tested in production Real numbers only

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AI Teardown — Perplexity AI Source Accuracy

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Automation Autopsy — Make.com Failure Analysis

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Business X-Ray — One-Person AI Agency Math

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What we cover

Cluster 01

AI Tool Teardowns

What the reviews don't test. Source accuracy, failure modes, hidden costs.

Browse teardowns

Cluster 02

Automation Autopsies

What the tutorial shows vs what breaks in production.

Browse autopsies

Cluster 03

Business Model X-Rays

The actual economics behind passive income claims.

Browse X-Rays