Here's the important part: your budget is not static. It's not something you set and forget. Maybe you check in and realize your food budget is busted because you hosted a dinner party. No problem — just move money from somewhere else to cover it. Maybe when the next month starts, you see that your budget didn't really work. Make a new budget based off what you learned!

Meaning: Happening without interruption. Think of a smooth, unbroken line moving upwards. It implies a constant flow of small improvements happening all the time. Focus: Maintaining momentum and making incremental changes consistently. It’s about embedding improvement into daily work.

The model kept finding better approaches the longer it ran, which connects directly to the long horizon behavior that makes agentic models actually useful in production.

were (or were not) solved