00:00I haven't written a line of code by hand in, you know, I think eight months now.
00:03Quad code, co-work, 100% written by quad code, code at Anthropic.
00:07At our biggest customers, like all the way from, you know, like Salesforce and, you know, like NASA to YC
00:12startups,
00:13it's starting to become close to 100% written by quad code and, you know, like the numbers are just
00:17kind of growing.
00:18As you kind of get rid of coding as the bottleneck, so I don't have to do this anymore, my
00:22agents do the coding,
00:23what's the next bottleneck? Well, it's reviewing the code.
00:25So for us at Anthropic, we kind of, we thought pretty hard about it, we tried a bunch of different
00:29ideas,
00:29and the thing that we came up with is using Claude to do the code review.
00:33And the way we do it is essentially we have a team of Claude's, they all have kind of different
00:36personas
00:37and they have different perspectives and they essentially collaborate to review the code.
00:41And what we found is with this approach, we catch pretty much every bug.
00:45It's a really expensive code review. So essentially you throw tokens at it, it's like a test time compute thing.
00:50But as a result, you catch all the bugs and obviously there's less expensive versions too.
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