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Straight talk on AI productivity claims, and how to clock a real 2-3x, choom
A 2-3x gain is real when you measure build success, cycle time, and effort burned down, not gonk vanity numbers. Here is how to tell the difference before a corpo pitch flatlines.
Singapore Airlines: a website feature in five weeks, down from nine
Jacking GitHub Copilot across Singapore Airlines' delivery lifecycle cut a feature from nine weeks to five for the crew, with 95% of the work AI-generated and effort down 60%.
AI training needs a track per role, not one shared workshop
Engineers, leads, POs, QA, designers, and managers use AI for different work, so one shared workshop hands the whole crew half-relevant material. Role-specific tracks flatline it, choom.