We Were Promised Jetpacks: Why AI Isn't Accelerating Feature Delivery

This story was originally published on HackerNoon at: https://hackernoon.com/we-were-promised-jetpacks-why-ai-isnt-accelerating-feature-delivery.
Despite AI coding tools generating more code than ever, engineering productivity lags because these tools excel at building, not debugging or operating systems.
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AI coding tools have transformed the creative process of writing code, enabling rapid prototyping and automation. Yet productivity gains remain elusive because AI struggles with debugging, testing, and operationalizing software. Current models excel at building “up” but fail at the scientific, investigative “building down” required for reliable production systems. Future tools must bridge this gap.