Claude-made code can look good while hiding review problems

An R&D intern with weak software basics and limited theory for the team’s work is using Claude to create code that looks substantial and appears to meet assigned goals. The work often has deep flaws once the team reviews it carefully.

The hard part is that the problems are not obvious at first, so the team must spend checking whether the work is solid. This has reduced the team’s overall .

During meetings, Claude also helps produce explanations that sound reasonable, so the team has to ask much deeper questions to find out what shortcuts were taken. Daily s have grown from about 15 minutes to about 45 minutes.

Key points

  • Claude helped create code that looked credible but often had serious flaws after review.
  • Weak fundamentals made it easier to produce surface-level progress without reliable quality.
  • The team could not tell quickly whether the work was solid, so review time increased.
  • Daily s grew from around 15 minutes to around 45 minutes.
  • needs small scopes, tests, and clear explanations of design choices.
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