Game Instructions

Tap a tile to toggle its color. When a tile changes nearby tiles may change as well. Each move affect multiple tiles. The target is to turn all tiles into yellow in the fewest steps possible.

Press 'j' to show/hide the game. Press 'i' to show/hide the instructions. Press 't' to show/hide the top score table.

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Top Scores

Name Steps
Press J to toggle the game, I to toggle instructions, and T to toggle the top scores

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Prompt-Driven Development: From Intent to Execution

Prompt Driven Development
Prompt-Driven Development blends specification rigor with the a possible creative iteration that guides the AI

Prompt-Driven Development (PDD) is best described as an emerging methodology. It treats the prompt as first-class development artifacts, shaping how software is designed, built, and evolved in AI-assisted environments.

Prompts as Primary Artifacts

In PDD (Prompt-Driven Development), prompts replace ad-hoc instructions and scattered comments. They capture intent, constraints, and context in a structured, reusable form. Well-crafted prompts become the authoritative source that guides AI tools consistently across coding, testing, and documentation tasks.

Human Intent, AI Execution

PDD separates responsibility clearly. Humans define goals, rules, and quality expectations through prompts. AI systems execute implementation details. This division improves clarity, reduces rework, and allows developers to focus on architectural and business decisions rather than mechanical coding.

Prompt Driven Development Banner

Iteration Through Prompt Refinement

Change management shifts from rewriting code to refining prompts. Adjusting wording, constraints, or examples incrementally steers outcomes. This enables rapid experimentation while maintaining control, traceability, and alignment with evolving requirements.

Pragmatic Bridge between SDD and Vibe Coding

Experimenting with GenAI-driven development highlights Prompt-Driven Development as a pragmatic bridge between Spec-Driven Development and Vibe Coding. It enables deliberate, detailed upfront thinking while delegating full execution to AI. From there, teams can either iterate conversationally or refine prompts and regenerate outcomes. 

 
 

The real insight is that no single approach fits all cases: each project demands its own blend of methodologies, often achieved by decomposing larger initiatives into smaller, independently optimized efforts.

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The Beauty of Code

Coding is Art! Developing Code That Works is Simple. Develop Code with Style is a Challenge!

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