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If engineers begin to use AI coding instruments, what occurs to our product groups? | by Mark Ridley | Jul, 2023

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Six people gathered around a desk with a screen, bathed in a blow glow
Picture by writer utilizing Midjourney

The Affect of AI on Product Engineering groups — Half 3

That is the third a part of a six half collection investigating how generative AI productiveness instruments aimed toward builders, like Github Copilot, ChatGPT and Amazon CodeWhisperer would possibly impression the construction of whole product engineering groups.

In Half 2, we explored:

  1. How generative AI instruments like ChatGPT are redefining the best way product engineering groups strategy coding — from producing person tales to writing the precise code.
  2. How duties typically perceived as tedious by builders, like writing checks and documentation, can now be simply and effectively dealt with by AI, making the whole coding course of extra streamlined.
  3. The essential significance of checks and the potential way forward for prompt-engineered purposes that is perhaps initiated with considerate take a look at design.
  4. A imaginative and prescient of the long run the place Generative AI instruments reshape the roles inside product engineering groups and the profound implications for engineers and leaders.

The concept that I’ve been consumed with for the previous few months is that the impression of Generative AI instruments on product engineering groups goes to trigger a elementary shift within the ratio of product to technical roles. Partially considered one of this collection, I mirrored {that a} frequent ratio for engineers to product managers in lots of product groups was 5 engineers to at least one product supervisor.

Now, once I’m feeling both notably daring or notably fatalist, that speculation turns into:

“Present product engineering groups require 5 engineers to at least one product supervisor. Subsequent-gen product engineering groups would require just one senior engineer for every product supervisor’

That is what I’d prefer to put to the take a look at.

Within the earlier articles on this collection we’ve mentioned the person impression of those developer and productiveness instruments, however I’d now like to tug your gaze again to a extra strategic view — the impression that enhanced developer productiveness can have on a crew, and even…



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