Soft Skills Engineering

Episode 472: Should my junior dev use AI and thrown in to ETL

23 snips
Aug 4, 2025
The discussion kicks off with a funny take on the challenges of tech device upkeep and community support. Then, the hosts dive into a debate about whether junior developers should use AI tools, weighing foundational skill-building against future job market demands. A listener shares their struggle transitioning to a data project that doesn't align with their expertise, prompting insights on navigating such mismatches in a large company. The hosts also explore tech stack adaptability and humorously suggest a dating app approach for internal job transfers.
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ADVICE

Let Junior Devs Use AI

  • Allow junior developers to use AI tools as much as helpful to accelerate learning.
  • They must understand and review all AI-generated code carefully before use.
INSIGHT

AI Outperforms Junior Ideas

  • Junior developers historically produce some bad ideas, but AI ideas are often better.
  • Denying juniors AI tools is hard to justify since it can improve their output quality.
ADVICE

Require Understanding AI Code

  • Junior developers need to focus on deeply understanding AI-generated code.
  • They should ask AI to explain any code or concepts they don't understand.
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