BTW the last day. I played with Claude to fix the simple things all by himself. Sadly we are on gitlab so I needed to tell him to use glab cli and I needed a little bit more time to setup than GitHub (why do they not support gitlab or other code forges…) However it is definitely a time saver in these 1-3 line changes. My workflow basically was:

Let the LLM cook by doing the issues one by one. In the meantime I could start reviewing them. Checkout, running, reading. It was definitely faster since it also correctly linked everything, etc. of course once the change goes beyond that it probably is not working. However I really thought that a good idea would be to check for that work and implement it according to the issue description and change a Mr once the description changes, at least as long as the Mr is 1-3 lines. And even if it does not work, I can just discard it.

(A lot of these problems are often typos that do not even need a checkout, they come in through bigger Mrs that should not be blocked because of them)