Great article. Ive had situations where models start off being good at using the edit tool in pi but as the context gets longer (or perhaps once its encountered a bad patch error when using the tool) it switches to frequently using Python for edits and sometimes sed for reading.

I've also had to set up a system wide extension that blocks any bash calls containing 'find / '. No, sorry, you don't get to spend 5 minutes searching my whole nvme drive just to find a file in the Lucan local directory tree