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shizhe Lim

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Stop Asking One Model to Do Everything: A Four-Layer Pattern for AI Workflows
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Stop Asking One Model to Do Everything: A Four-Layer Pattern for AI Workflows

#ai #architecture #api #machinelearning
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2 min read
The Missing Component in Agentic Software Engineering: A Machine-Checkable Oracle
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The Missing Component in Agentic Software Engineering: A Machine-Checkable Oracle

#ai #programming #testing #productivity
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3 min read
Rules Engine vs. Decision Model vs. General LLM: A Practical Routing Framework
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Rules Engine vs. Decision Model vs. General LLM: A Practical Routing Framework

#ai #architecture #programming #llm
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3 min read
Always-On AI Agents Need a Permission Architecture, Not Just Better Prompts
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Always-On AI Agents Need a Permission Architecture, Not Just Better Prompts

#ai #security #architecture #agents
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3 min read
Managed Agent Runtimes Still Need a Control Plane
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Managed Agent Runtimes Still Need a Control Plane

#aiops
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1 min read
Designing Permission Boundaries for Production AI Agents
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Designing Permission Boundaries for Production AI Agents

#ai #agents #security #architecture
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4 min read
Stop Reporting Only Average Agent Success
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Stop Reporting Only Average Agent Success

#ai #testing #machinelearning #agents
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3 min read
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