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Build Your AI Pipeline Like You Can't Afford Tokens

This story is from 2026-08-22. It is preserved in the archive; the latest stories are on the live feed.

Most AI-assisted development pipelines fail not because the models are weak, but because the teams behind them never designed for scarcity. If you assume tokens are free and servers are infinite, you optimize for the wrong things: prompt length, output volume, and vanity demos. The teams that ship…

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  1. 2026-08-22 15:27 · DEV Community — AI
    Build Your AI Pipeline Like You Can't Afford Tokens

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