👋 Hi, I'm biefan

AI runs the system. I design how it runs.

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🧠 About Me

• ⚙️ Building AI-native systems, not AI features
• 🔁 Turning workflows into LLM-driven pipelines
• 🧩 Designing systems where AI is the execution layer
• 🚀 Focused on automation, speed, and scalability

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🏗️ Tech Stack

Core:

• Codex-driven development (autonomous coding workflows)
• Claude-assisted engineering (interactive problem solving)
• AI-first workflow design (LLM as execution layer)

Systems:

• Task decomposition & automation pipelines
• Prompt system design (structure / anti-duplication)
• Workflow orchestration with AI agents

Engineering:

• Go / Python / Node.js
• Backend systems & API design

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Final output