
Haven't posted on X since 2019, so let's make it count.
I lead Ops and Internal AI at Ramp. AI usage at Ramp is up 6,300% year over year with 99.7% of employees active on AI tools. We're shipping 1,000+ internal apps and agents every month, mostly with non-engineers. 12% of all PRs to our production codebase now come from people who aren't engineers. It's chaotic, exhilarating, and still in the early innings.
I wrote about how we got here — no dedicated team, no real budget, just a culture that turned out to be the right raw material and a lot of compounding.
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