A little idea I got from playing with AI SWE Agents. Can AI help make sure we understand the code that our AIs write?
PR Quiz uses AI to generate a quiz from a pull request and blocks you from merging until the quiz is passed. You can configure various options like the LLM model to use, max number of attempts to pass the quiz or min diff size to generate a quiz for. I found that the reasoning models, while more expensive, generated better questions from my limited testing.
Privacy: This GitHub Action runs a local webserver and uses ngrok to serve the quiz through a temporary url. Your code is only sent to the model provider (OpenAI).
Comments URL: https://news.ycombinator.com/item?id=44726672
Points: 15
# Comments: 3
Autentifică-te pentru a adăuga comentarii
Alte posturi din acest grup

Article URL: https://www.forbes.com/sites/michaeltnietzel/202

Article URL: http://blog.tolki.dev/posts/2025/08-07-llms/
Comments URL: ht
I recently came across a comment [0] here that highlighted the challenges of building native desktop apps with LLMs. The commenter pointed out how scarce training resources have become—few blog po
Article URL: https://www.datacenterdynamics.com/e
Article URL: https://www.debian.org/News/2025/20250809
Comments URL: https://
Article URL: https://ratfactor.com/cards/fitted-sheets
Comments URL: https://