Using a spreadsheet prevents "over-upgrading." Often, players spend billions on Planet 20 when Planet 15 with a 2x Manager would be more profitable.
Track complex recipe requirements for high-tier items.
Look for open-source calculators that allow for browser-based inputs. Maximizing Your Progress