Beyond Vibe Coding
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Contextual Intelligence transforms chaotic AI-assisted coding into systematic development by using specialized AI personas that capture, process, and transfer context between development phases. The approach introduces six personas (Farseer, Spiritwalker, Kodo, Chieftain, Grunt, Witchdoctor) that handle strategic analysis, legacy system understanding, architectural planning, work breakdown, implementation, and project monitoring. Instead of losing context between phases, each persona enriches understanding for the next, preventing technical debt accumulation and enabling AI to amplify good practices rather than accelerate bad ones.
Table of contents
Permalink When AI Amplifies ChaosPermalink My Journey: Discovering Context by EvolutionPermalink Enter Contextual IntelligencePermalink Beyond Tools: A Way of ThinkingPermalink Implementing Contextual Intelligence: The Persona ApproachPermalink Making It Real: Building the SystemPermalink A Quick Note on Naming (Yes, I love The Frozen Throne)Permalink The Path ForwardSort: