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AI Agents That 'Dream': A Practical Analogy for Context Consolidation

engineeringMay 26, 2026

AI Agents That 'Dream': A Practical Analogy for Context Consolidation

How long-running agents manage context with session logs, compaction, and memory tools, and what developers can learn about state management.

agentsanthropiccontext

The Death of the Parameter Race: Welcome to the 'Cost-per-Task' AI Economy

engineeringMay 26, 2026

The Death of the Parameter Race: Welcome to the 'Cost-per-Task' AI Economy

How the parameter race is shifting to Cost-per-Task (CpT) optimization in production AI development.

llmopscostefficiency