Don't hesitate to reset your code if something isn't working. Accumulating layers of bad code from multiple prompts can lead to confusion, so it's better to start fresh with a clean codebase.

Avoid making multiple attempts at bug fixes without resetting, as this can lead to layers of unnecessary code. Instead, reset and start again to maintain a clean codebase.

Version control was a revolutionary feature for us, allowing users to track changes and manage different versions of documents effectively. We were using machine learning to manage construction documents before it became popular, allowing us to version control plans and avoid confusion over outdated documents.

Frequent refactoring is essential once the code is functional and tests are in place, as it helps maintain a clean and manageable codebase.

For complex features, I recommend developing them as standalone projects in a clean codebase to avoid complications from existing projects, which allows for better AI guidance.

The principles of clean software remain crucial for both human and model readability, emphasizing the importance of simplicity and avoiding unnecessary complexity in code.

Sweep automatically creates pull requests against your code base based on the issues you file, and it's crucial to clearly communicate this exciting functionality on the website to avoid losing potential users.

When developing new technology, expect that it won't work on the first try or even the tenth; it's crucial to iterate quickly and avoid anything that slows down your progress.

Build a team that can iterate quickly; outsourcing coding in the early days often fails because it doesn't allow for rapid adjustments.