agentseal

On the fewer tools per turn, yeah I think that lines up with what the other reply mentioned about 4.7 being more "in its head." I have not specifically tracked hallucinated project structure but the higher retry rate suggests it is getting things wrong more often when it skips the read step

The one-shot rate doesn't factor in context size directly, it just tracks whether an edit succeeded without retries. That said, a detailed CLAUDE.md probably helps both models equally since the context is the same either way. Would be interesting to isolate that though.

I have started to rollback to 4.6 for some important task as I was working with it from longtime but I am still using 4.7 for some fresh task.