A non-coder built a project management tool with Claude in one month

A person outside the IT field, with only limited experience using R, built a useful project management tool with Claude in about a month. The first attempt used to clean up reports, but the results were poor. The approach improved after treating AI like a capable new graduate who still needs clear instructions and careful review.

The chosen problem was an existing workflow that tracked projects manually in an Excel . Through , that was turned into a tool that displays timelines as a graph without manual upkeep. It also reads and documents, builds project folders, summarizes important information at the top, and lists tasks due today.

The speed of progress also created anxiety because the builder no longer fully understands how the resulting software works.

Key points

  • Clear instructions and review produced better results than expecting Claude to handle everything alone.
  • A manually maintained Excel project tracker became a custom tool.
  • The tool creates timeline graphs and lists tasks that need attention today.
  • It reads and documents to organize project folders and summarize key details.
  • can produce useful software quickly, but limited understanding makes testing and harder.
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