When AI tools make small dev tasks bigger

Some work situations show AI being used for small tasks where it may not help. A developer received theme but spent 3 to 4 days chatting with ChatGPT instead of reading it, and still did not solve a small menu issue. The needed answer was in a part of the that could be checked in about 2 minutes.

In another project, the first deliverable was only project setup and , but the client connected the to Claude and produced a 15-page report. The report included many unnecessary items and feedback on features that were not part of that deliverable. For a simple website, another client provided around 60 pages of Claude-made , including 10 pages for branding, 20 pages for scope, and 25 pages for UI guidelines.

A review found mismatches: some features were in the document but not in the UI, and some features were in the UI but not in the scope. Connecting a to Claude also raises an open security concern.

Key points

  • ChatGPT can waste time if it replaces reading a short, relevant document.
  • Claude-generated reports can drift beyond the actual project scope.
  • Connecting a to an AI tool should be treated as a security decision.
  • Long AI-made documents can contain mismatches between scope, features, and UI.
  • AI outputs should be checked against the real deliverable before they guide work.
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