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It's really sad how engineers have embraced this and raced to find ways to outsource their own jobs, rather than recognized it for the threat it is and started unionizing. What lack of class consciousness does to a motherfucker
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I do understand the productivity argument. But that's not free productivity. You're getting it by giving up ownership of the process, just like you do when you pay for a service instead of building it yourself. Maybe it's cheaper than hiring an engineer, but now that capacity belongs to someone else
The productivity is also entirely illusory. "We commit more lines of code, so we ship more!" Yeah & it's all worse such that every company that goes all in has a temporary run of wins, as it's an excuse to normalize repos & clear out tech debt, only to introduce a new class of problems it can't fix.
For which, the only response nearly always becomes, "spend less tokens, use your own reasoning more & add additional processes & validation around shipping" such that agile teams that go through that adoption lifecycle effectively become waterfall ones to get the constant issues introduced in check.