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open.substack.com
Measuring developer productivity was hard enough. Now engineering managers have to contend with measuring the impact of AI on dev productivity. Laura provides a list of key metrics (based on trends across big tech) that should be a good starting point for most orgs. Essentially, establish a baseline and later measure the same metrics again after introducing AI in dev workflows.