Every time you go in to make a record with the same group of musicians, the communication gets better and better. You've got that joint experience, and you learn with every single one that you have on top of that.

Collaboration gets better with shared history

There's something almost obvious about this idea—of course people work better together after they've worked together before. But what's actually happening is subtler and more valuable than just familiarity. When a group has made something together before, they develop a shared language. They know each other's instincts, their strengths, where someone might need more space or when to push back. Nobody has to explain the vision from scratch anymore.

This applies way beyond music. Think about teams at work, creative collaborations, even long friendships. The real breakthrough comes when you stop spending energy on the basics—figuring out who does what, how to communicate disagreements, what the other person actually means. That accumulated experience becomes the foundation for better, braver work. You can take risks together because you trust how the other person will respond.

The slightly uncomfortable part: this also means the first collaboration is almost never your best work. It can't be. You're spending too much energy on translation. But that's exactly why starting matters more than waiting for perfect conditions. Every project builds the foundation for the next one. The goal isn't to be perfect today; it's to be better prepared for tomorrow.