I used to use that then I got tired of the endless tool call errors, switched to pi at rolznz's recommendation and it worked much cleaner. I still get the best results per sat spent from codex+GLM 5.2 (NOT: 5.3) though, so I just kept that because it works. For Kimi K3 it didn't work as well, but it worked great with pi.
Part of my hesitation in switching
Because I don't use anything interactive, the only thing I now need is to understand (a) how to call a harness one-shot with a prompt from docker inside a dind host (which is the most trouble) and (b) how skills work. The framework for picking up assigned tasks, prompting them and reporting results is standardized fully for me now. The only other thing I messed up that caused real headaches was not committing my model definitions for codex which cost me 2 days to get rid of all the crap and just make it work with GLM-5.2 again, after 5.3 wasted my time and money.
generally get it to write a summary of my research as a .md file then incorporate that into the docs/ folder of my project and use that as a reference for next round of development.
I do the same, but for brainfart-research only, in arena.ai with agent mode. I have the dumbest prompt history there and anyone that reads that must think I am insane, haha.
I used to use that then I got tired of the endless tool call errors, switched to pi at rolznz's recommendation and it worked much cleaner. I still get the best results per sat spent from codex+GLM 5.2 (NOT: 5.3) though, so I just kept that because it works. For Kimi K3 it didn't work as well, but it worked great with pi.
Because I don't use anything interactive, the only thing I now need is to understand (a) how to call a harness one-shot with a prompt from docker inside a dind host (which is the most trouble) and (b) how skills work. The framework for picking up assigned tasks, prompting them and reporting results is standardized fully for me now. The only other thing I messed up that caused real headaches was not committing my model definitions for codex which cost me 2 days to get rid of all the crap and just make it work with GLM-5.2 again, after 5.3 wasted my time and money.
I do the same, but for brainfart-research only, in arena.ai with agent mode. I have the dumbest prompt history there and anyone that reads that must think I am insane, haha.