Comment by baq

I’m purely in experiment stage, no automation, no agents; just ‘these are the design docs, this is the existing code base, let’s get a simple alloy model started’ and interactively building from there. I was concerned about the same things you mention, but starting very small with a tight development loop worked well with GPT 5.1 high. I wouldn’t try to zero shot the whole model unsupervised… yet.

The first step before a python/TS wrapper would be to put a single file manual into the context as is customary for non-primary targets, but I didn’t even reach the stage where this is necessary ;)