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Why are AI pipelines still rebuilding everything when only one thing changed?

This story is from 2026-09-03. It is preserved in the archive; the latest stories are on the live feed.

Hey everyone, I just shipped aimake 2.0 , an open-source incremental build system for AI/ML pipelines. The idea is pretty simple: if your pipeline looks something like data → preprocessing → model → embeddings → prompt → eval → report and you change one thing , you shouldn't have to rerun everythin…

Read the full story at r/PromptEngineering ↗

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  1. 2026-09-03 16:43 · r/PromptEngineering
    Why are AI pipelines still rebuilding everything when only one thing changed?

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