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What most organizations I work in are lacking is organization-wide AI harnesses, rules and governance. Most allow use of AI for software development, but there is a complete lack of support to have that produce output that follows conventions and style that is expected in that organisation.

If AI is allowed to produce software with no means of oversight no two projects are going to look similar. Naming, tools etc. will be a complete sprawl and day 2 will be a nightmare. Currently the job of the reviewer is to put AI “back into place” if it implements stuff that doesn’t meet criteria’s.

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The cognitive load will immensely increase with the speed of AI development if every project looks completely different.