2026

Agents Live on the Prefix Cache: Why Turn Count, Not Context Size, Sets the Cost
DeepSeek Effort Levels: What Changes Between Low, High and Max
Tools Over Intelligence: Local DeepSeek vs Opus and Sonnet on an Audit-Report Agent