@mathfax I sent you a DM with a full run down so far. I will update you on my findings as we test other areas in our workflow. I see huge potential. I build synthetic domain specific datasets.
Bringing AI into the enterprise doesn’t have to mean starting from scratch.
AMD Instinct MI350P is designed to bring LLM-scale AI into existing environments with an air-cooled form factor that helps organizations deploy without rethinking their entire infrastructure.
If you are complaining about token usage and not using something like @_codeburn , then you are not even trying to understand why, understand before you complain.
Do you keep your frontier agents doing frontier work?
Do you waste frontier review on things local tools should catch?
If so you should be adding tooling like, Ruff, Hypothesis, schemas, Pyright, Semgrep and coverage behind one fail closed quality gate.
Keep frontier doing frontier work!