Companies are investing heavily in artificial intelligence with the expectation that it will unlock major productivity gains, especially in software engineering. AI coding tools can now help developers produce more code faster than ever, with some workers saying tasks that once took a week can now be completed in a day. Tools like Claude Code have made individual coding work quicker, but the larger business results are still less clear. More code does not automatically mean b
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