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1. Token Economics and Caching2. Routing for Cost/Quality Balance
Token Economics and Caching
๐ Cost Engineeringโฑ 10 minโญ 95 XP
Cost Comes from Repetition and Over-Context
Large context payloads and repeated prompts dominate LLM cost curves.
- Use compact system prompts.
- Trim irrelevant history.
- Reuse cached context for repetitive workflows where supported.
๐งช Knowledge CheckPress 1-4 to select1 of 2
Most avoidable inference cost usually comes from:
TLS handshakes
Oversized repeated context payloads
CloudWatch metrics
S3 object tags