On 2026-07-17 @bcherny argues that when maintenance and fixes occur transparently in the background, teams can concentrate on building and unlock outcomes that were previously out of reach. They report Anthropic is at step 3 moving toward step 4, claim to have personally reached level 4, and invite others to share what step their teams are on.
Author @bcherny (2026-07-17) states the biggest payoff arrives when fixing and maintenance run in the background so teams can focus on building, enabling capabilities that previously weren’t possible.
The bigger payoff comes when fixing and maintaining happens in the background and your teams can focus on building. That's when you start doing things that weren't even in range before.
Anthropic is on step 3 and pushing toward 4. Personally, I just hit level 4.
Curious where you are -- what step is your team on?