Use cases
Sound familiar?
If you’ve said one of these out loud this month—you’re not alone.
“I babysit the agent the whole run. If I look away, things go wrong.”
— Developer
“Agents generate faster than my team can review. We’re drowning in AI PRs.”
— Engineering lead / CTO
“We get change requests that aren’t grounded in the real app. We burn time just figuring out what the user story is about.”
— Staff / principal engineer
“Editing Markdown is painful. I need colors and diagrams or I can’t fully see what needs to be done.”
— Team writing specs
