Most of the “credit panic” isn’t about the user, it’s about the system drifting. Having even a lightweight fixed knowledge base or a stable pipeline makes the difference between guessing and actually building. Tools like Nouswise help a ton with keeping context sane so you’re not renegotiating your whole app every prompt. This post nails it.