Wednesday, August 27, 2025

Ask HN: How Do You Attribute AI Contributions in Your Software Development?

Navigating AI-Generated Workflows: A New Approach to Commit Messages

In the rapidly evolving landscape of AI and technology, clear communication is key. I’ve initiated a convention for commit messages by prefixing them with “prompt:” for those entirely generated by AI, ensuring transparency in my processes. Here’s a glimpse into my new workflow:

  • Transparency: Each AI-generated commit includes a review and personal iterations.
  • Clarity: Summaries provide context without revealing full prompts.
  • Adaptation: I’m exploring ways to communicate tool usage (e.g., Cursor, Claude) better.

While this method promotes disclosure, I’m left wondering: is it enough? How are you managing similar challenges in your workflows?

Let’s share our experiences as we navigate this intriguing intersection of AI and development. Your insights could spark meaningful connections and innovations. 🌟

Join the conversation! Share your thoughts and experiences below!

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