WHO THIS IS FOR? YOU
This book is written for:
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builders
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engineers
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researchers
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clinicians
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operators
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founders
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anyone who has felt that current AI tooling almost works — but breaks under pressure
If you’re building something real, it might be exactly what you’ve been missing.
Available January 15!
WHY THIS MATTERS (PROOF-OF-CONCEPT POSITIONING)
This book exists because the system it describes already exists.
It emerged through:
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prolonged collaboration
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sustained reasoning
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real constraints
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real failure modes
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real correction cycles
The book didn’t invent the framework.
The framework forced the book to exist.
That difference matters.