Master the inner workings of TextGrad's computation graphs. Learn how text-based variables, role descriptions, and the tg. sum operation replicate PyTorch backpropagation to optimize blackbox LLMs.
Source: [HackerNoon](https://hackernoon.com/textgrad-autograd-engine-variables-roles-and-pytorch-style-textual-backpropagation?source=rss)