High-performance AI Engineering & System Architecture
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A high-concurrency Model-as-a-Service gateway unifying OpenAI/Local models.
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Web-based AI Agent system for complex task execution & code generation.
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Agent-driven quantitative research & visualization platform.
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Distributed AI-powered coding assessment system.
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Visualizing the "Plan / Execute / Feedback" Loop from z0 Agent
graph LR
subgraph Client ["π₯οΈ User Interface (Next.js 16)"]
UI["Prompt Input"]
Stream["RSC Stream Rendering"]
Editor["Live Code Editor"]
end
subgraph Brain ["π§ AI Core (Server Actions)"]
Planner["Task Planner"]
Context["Context Manager (mem0)"]
LLM["Model Inference"]
end
subgraph Sandbox ["π¦ Execution Environment"]
WebC["WebContainer / Docker"]
Runner["Code Runner"]
Feedback["Error & Output Logs"]
end
UI -->|"Intent"| Planner
Planner -->|"Steps"| LLM
LLM <-->|"History"| Context
LLM -->|"Gen Code"| Stream
Stream --> Editor
Editor -.->|"Execute"| WebC
WebC --> Runner
Runner -->|"Logs/Diff"| Feedback
Feedback --"Auto-Correction"--> LLM
style Client fill:#0f172a,stroke:#3b82f6,stroke-width:2px,color:#fff
style Brain fill:#1e1e1e,stroke:#00ff99,stroke-width:2px,color:#fff
style Sandbox fill:#2d1b2e,stroke:#9945ff,stroke-width:2px,color:#fff
