- Code Model is not always good, struggle with left right question - Provide tool is better than prompt - Don't give the master any tool, since it will try to delegate smaller work to the code agent, miss context - Temperature to 0 - BeautifulSoup too bad - Stupid scoring function - Ince cream is not a food item - having good model is important, save you tons of time writing tools TASKS - 305ac316-eef6-4446-960a-92d80d542f82 - EXCEL: 7bd855d8-463d-4ed5-93ca-5fe35145f733 - cf106601-ab4f-4af9-b045-5295fe67b37d - bda648d7-d618-4883-88f4-3466eabd860e - 1f975693-876d-457b-a649-393859e79bf3 - f918266a-b3e0-4914-865d-4faa564f1aef - 99c9cc74-fdc8-46c6-8f8d-3ce2d3bfeea3 - 5a0c1adf-205e-4841-a666-7c3ef95def9d - 1f975693-876d-457b-a649-393859e79bf3 - 3f57289b-8c60-48be-bd80-01f8099ca449 - 9d191bce-651d-4746-be2d-7ef8ecadb9c2