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Generative AI · Enterprise AI · Realtime AI
- AI IDE、Code Agent 與 Vibe Coding
從傳統 IDE 到 AI 協作，軟體工程的重心正在從實作能力轉向問題定義與系統設計。我對 Vibe Coding 的理解：在不確定性中建立可控的開發流程。
- Generative AI Evaluation: Beyond Accuracy
Why evaluation for generative AI systems must go beyond single-metric accuracy.
- Enterprise RAG: Patterns for Security and Scale
RAG patterns that meet enterprise requirements for security, access control, and scale.
- Realtime LLM: Designing for Low Latency
How to design LLM pipelines for real-time voice and streaming with low perceived latency.
Looking for an AI platform or Agentic AI partner? Let's take GenAI from PoC to production.
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生成式 AI · 企業 AI · 即時 AI
- AI IDE、Code Agent 與 Vibe Coding
從傳統 IDE 到 AI 協作，軟體工程的重心正在從實作能力轉向問題定義與系統設計。我對 Vibe Coding 的理解：在不確定性中建立可控的開發流程。
- Generative AI Evaluation: Beyond Accuracy
Why evaluation for generative AI systems must go beyond single-metric accuracy.
- Enterprise RAG: Patterns for Security and Scale
RAG patterns that meet enterprise requirements for security, access control, and scale.
- Realtime LLM: Designing for Low Latency
How to design LLM pipelines for real-time voice and streaming with low perceived latency.
正在尋找 AI 平台或 Agent 落地夥伴？一起把 GenAI 從 PoC 做到上線。
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