The first thing we checked when the new Gen AI tools arrived was the immediate impact on productivity. Our internal poll showed that in the first months, 90% of company personnel tried chatGPT and 30% found it significantly enhances their productivity. Interestingly, at that time generic AI tools like chatGPT were more useful for engineers than specialized, like CoPilot. We quickly found that we can automate wide range of tasks. However, the extent of this productivity boost is heavily contingent on discovery of best practices.

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