The pull request is losing its place as the unit of open-source contribution. For all the contributions that I am receiving on my projects and stuff I am raising in other repos, this is what I feel…

AI can write most of the code a maintainer needs. What it cannot do on its own is decide what the project should become or confirm that one UX is better than another.

Note: I am not talking about high-stakes, mission-critical projects; I am talking about utility software here.

That is where the community’s role shifts. Instead of contributing code, the community’s job becomes shaping direction

  • what to build
  • what to fix
  • what is broken in practice.

Issue raising also gets more valuable. A precise, well-reproduced bug report is worth more than ten AI-generated PRs nobody asked for :)

I believe every repo will have a software factory running behind it. The moment an issue or a PR is raised, execution kicks off the instant a human approves that it is ready to go.

Every repo will have a strong set of guidelines for feature requests and bug reports, making the initial agentic assessment simpler.

I could be completely wrong, but as far as I can see, this is where we are heading :)

Arpit Bhayani

Principal Engineer II at Razorpay - building Agent Studio, Ex-staff engg at GCP Memorystore & Dataproc, Creator of DiceDB, ex-Amazon Fast Data, ex-Director of Engg. SRE and Data Engineering at Unacademy. I spark engineering curiosity through my no-fluff engineering videos on YouTube and my courses