Comment by mitul005

The container model is the interesting bit, AI can only touch what's inside $$...$$ blocks, the rest is frozen. But I'm not sure "programming language" is the right frame for it; it's closer to annotated scaffolding that delegates to an LLM. The real question is whether the caching via container hashing is reliable enough that you're not re-spending tokens on identical blocks across runs.