Context-Engineering - a frontier, first-principles handbook inspired by Karpathy and 3Blue1Brown for moving beyond prompt engineering to the wider discipline of context design, orchestration, and optimization
Effective Context Engineering for AI Agents: A Developer’s Guide: How to treat the context window as a constrained resource and understand the financial and cognitive costs of token mismanagement; How to structure context layers — separating static from dynamic content, managing conversation history, and designing retrieval as a budget decision; How to evaluate and monitor context quality in production using probe-based evaluation and context-specific metrics.
Last modified 03 November 2026