An open-source tool became the reason to quit a job

Repowise is an open-source tool that helps understand a codebase better. It gives the agent information such as dependencies, Git history, documentation, s, and a code health score, instead of making it search the same files again and again. The maker had worked with since 2023 and built internal AI systems at work, including a multi-agent platform used across the company.

Before Repowise, the maker and his wife tested several side projects on nights and weekends, and one of them grew naturally to 25,000 users. Repowise launched without . The team shipped it, wrote about it on social accounts, and let people discover it.

In 3 months, it reached more than 3,200 GitHub stars and about 50,000 PyPI downloads. That traction became the reason to leave a job and work on the business full time.

Key points

  • A husband-and-wife team had been testing side projects during nights and weekends.
  • One earlier side project grew naturally to 25,000 users.
  • Repowise helps understand software projects through repo structure, history, docs, and code health signals.
  • The launch used no , only shipping and social sharing.
  • In 3 months, it passed 3,200 GitHub stars and about 50,000 PyPI downloads.
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