Why Software Factories Fail (or: harness engineering is not enough)
This article argues that the current industry trend of 'software factories' and over-reliance on AI coding agents is leading to lower code quality and increased system outages. The author suggests that engineering challenges cannot be solved solely by automating code generation.
Why it matters
It challenges the prevailing 'AI-first' development narrative by highlighting the practical risks of automated coding in production environments.
I run a company ( HumanLayer ) building tools in the human/agent collaboration space, so what I'm gonna say below may be a tad biased. Perhaps in spite of that, I hope you find the subject helpful or at the very least that you find it as interesting as I do. -Dex
We're all racing to put AI coding into production. A lot has been said about loop engineering, and the prevailing wisdom is that we should probably write more loops. 1
StrongDM wrote about their lights-off software factory where no human reads code and no human writes code.
Ryan Lopopolo of OpenAI wrote about this in February and gave a talk in April about OpenAI's software factory, Symphony.
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