Generated VyOS firewall configuration against the given spec with LLM. Found that nearly identical probability path for token generation sequences (ip|v|4) vs. (iv|p|4) causes in-house GLM 5.3 transposition issue. Likely a prior context problem, but what else to expect from a stochastic process — proofreading? For true believers, LLM is advanced grep at best. Patched a linter on top of LLM. Now I have 'SED' on top of 'GREP' glued with 'JS'. Let's call it success!

P.S. VBIOS version 98.02.AF.00.0E still holds, no crashes!