GenAI Cost Engineering

The token is the unit of spend: estimation and tracking, context-window optimization and prompt compression, tiered model usage, batching, provisioned-throughput planning, and semantic plus prompt caching.

Content current as of 2026-10.

Lessons

  1. Token economics: estimate, track, attribute
  2. Spending less per answer: tiers, batching, compression
  3. Caching: prompt, semantic, and edge

Sources