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# Scaffolding-Driven vs Model-Driven Planning: Where Agent Systems Actually Break *By Eyoel Nebiyu*

Dev.to · Eyoel Nebiyu 16h ago

# Scaffolding-Driven vs Model-Driven Planning: Where Agent Systems Actually Break *By Eyoel Nebiyu*

Most teams building agent systems focus on improving prompts or improving workflow logic. In...

# Why `$0.0029` and `$0.0047` Can Both Be Right: Prefix Caching for API-Served LLM Judges *By Eyoel Nebiyu*

Dev.to · Eyoel Nebiyu 1d ago

# Why `$0.0029` and `$0.0047` Can Both Be Right: Prefix Caching for API-Served LLM Judges *By Eyoel Nebiyu*

The question I was asked Abdulaziz asked a practical evaluation question: in the same...