The PRQL: Year-End Reflections with The Cynical Data Guy: Ship Features Fast, Pay Later
Jan 6, 2025
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The hosts delve into the trend of software companies launching new features right before the year's end. They mix humor with skepticism, questioning whether the industry prioritizes flashy announcements over consistent performance. The discussion offers unique insights into developers' motivations and the impact of these practices on users. Tune in for some entertaining reflections that blend data-driven analysis with a dash of cynicism!
The trend of rapid product releases at year-end, dubbed '12 days of shipmas', reflects pressure from investors and may harm innovation.
Skepticism towards new AI features suggests a growing concern that quantity is prioritized over quality, disconnecting tech from user needs.
Deep dives
End-of-Year Push for AI Product Releases
An emerging trend among software companies involves a concerted end-of-year push to release new products, often referred to as '12 days of shipmas'. This initiative appears to be a response to unmet promises made to investors, leading companies to rush product launches in an attempt to garner attention. This practice contrasts sharply with the traditional approach of implementing code freezes during the holiday season to maintain stability and minimize risks. Furthermore, once one company employs this strategy successfully, others tend to follow suit, transforming it into a new norm that ultimately devalues individual efforts and innovations.
Skepticism Toward New AI Features
Amidst these hurried releases, skepticism arises regarding the actual utility of the newly introduced AI features. For instance, OpenAI released its reasoning model and Apple introduced updates to ChatGPT, which some users found unnecessary or lacking immediate applicability in their lives. The hosts expressed reluctance to adopt these features, underscoring a disconnect between new technologies being introduced and their relevance to end-users. This skepticism highlights a potential overemphasis on quantity over quality in AI advancements, where new features may not always meet the expectations or needs of users.
The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data.
RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com.
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