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Playbook · Intermediate
Playbook: Analysis
Phase II: Framework
Internal and External analysis. Understanding the 'AI Workforce', 'Model Decay', and identifying defensive moats.
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6. Internal Analysis
The Vibe Coder Competency Model. Success depends on Taste, Systems Thinking, and Asset Audits.
- Taste and Judgment: Curating infinite variations.
- Systems Thinking: Architecting flow between frontend, DB, and AI.
- Asset Audit: Distribution channels and proprietary datasets.
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7. External Analysis
The Technological Environment is volatile. 'Model Decay' means prompts expire. The Regulatory Landscape (Copyright, GDPR) creates liability.
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8. Competitor Analysis
Identify moats beyond code.
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Proprietary Data
Data silos LLMs can't access.
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Workflow
Deep integration into sticky tools (Slack/Jira).
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Brand
Community trust and 'building in public'.