I’m running Qwen3.8 aggressive uncensored Q4_K_P on a 4090 in a loop against the 2026 CrackMe CTF challenges.
Using oh-my-pi in a prebuilt environment that I let Qwen build too.
Codex wouldn’t even look at the files - literally, as soon as it read something with CTF it shut down. Didn’t even offer to fall back to a dumber model.
So the puzzle apparently admits multiple accepted inputs. The agent found a valid password by reverse-engineering the program, but did not recover the canonical secret from the answer key.
This is similar to my use case as well. I’ll use a cloud model to identify security issues in a codebase and then use a report/spec output as input to the local model to build tests or verify the issue is real.
Using oh-my-pi in a prebuilt environment that I let Qwen build too.
Codex wouldn’t even look at the files - literally, as soon as it read something with CTF it shut down. Didn’t even offer to fall back to a dumber model.