#costs

2 posts found

The End of 'Back and Forth': How Compiling Workflows Directly Into AI Weights Cuts Costs by 462x

A compiled 3B model beat the same 3B model with external orchestration on 4 of 5 metrics (p<0.001). 128-462x cheaper. 2.8x faster. 87-98% quality. The paper challenging LangGraph, CrewAI, and the entire orchestration industry.

June 18, 2026

AI With Goldfish Memory? How to Master the Context Window and Cut Costs by Up to 90%

Chroma tested 18 frontier models: ALL degrade with long context. Effective context can drop up to 99% below advertised. But prompt caching saves 41-80%. This is the guide I wish I'd read before burning $2,000 in tokens.

May 18, 2026

← See all tags