Autonomous 'loops' are automated systems that continuously run in the background to perform maintenance tasks such as fixing flaky tests, clustering feedback data, and running CI pipelines, even when the developer's laptop is closed, representing a shift toward self-sustaining software development workflows.
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Anthropic Engineer: AI "Loops" Are Already Running My CI and Bug Fixes AutonomouslyAdded:
I have another [music] one that keeps CI healthy. So, like if there's like a flaky test or whatever, it'll it'll go and fix it. Um I have another one that grabs [music] uh feedback from Twitter and kind of clusters it for me every 30 minutes. So, I just have [music] a bunch of these loops running at any time. I sort of feel like loops are the future at this point. If you haven't experimented with it, [music] highly highly recommend it. And then we also just launched routines, which is the same thing but kind of on the server.
[music] So, even if you close your laptop, but it keeps going.
So, that's your personal setup. Tell us about what do you think teams will look like in the future. How do you extrapolate from all the [music] work you're doing to keep everyone on the team moving forward, understanding the context?
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