The Decoupled Stack
How to separate business logic from the AI interface layer to prevent lock-in.
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Explore North Crow Articles
Page 5 of our Socratic articles and systems thinking workflows.
Recent articles from North Crow (Page 5):
The Decay of Static Libraries
Why copy-paste prompt templates fail when context shifts, and what to build instead.
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Systemic Error Budgets
How to design client workflows that absorb AI hallucinations without breaking.
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The Logic Pipeline
Breaking down complex professional workflows into discrete, modular thinking steps.
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The Sandbox Standard
How to build safe, isolated testing environments for operational prompt systems.
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Durable vs. Disposable Workflows
How to identify which parts of your process should be automated vs. kept human.
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Metadata as a Guardrail
Using structured taxonomy to keep AI outputs aligned with long-term brand constraints.
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The Socratic Mirror
How to use AI as a sparring partner to extract your tacit, undocumented knowledge.
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The Assumption Map
How to force a model to critique your own project hypotheses before execution.
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Extracting the Implicit
How to use a 10-question AI interview to write a comprehensive project brief in minutes.
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