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Ian Macomber

@iandmacomber • 4,676 subscribers

Using data to save time and money for customers @tryramp

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Let Ramp agents automate your busy work

Let Ramp agents automate your busy work

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There is no substitute for looking at the data. Manually inspecting failure modes is how you discover the shape of the problem. Great AI products are built by teams who set up their infra + instrumentation to make looking at data easy. Austin Ray Boris Cherny rahul

There is no substitute for looking at the data. Manually inspecting failure modes is how you discover the shape of the problem. Great AI products are built by teams who set up their infra + instrumentation to make looking at data easy. Austin Ray Boris Cherny rahul

50,851 просмотров • 1 месяц назад

I built and open-sourced a repo to turn hours of cycling GoPro footage into a 60-second highlight reel with ride telemetry burned in. Every second of the ride is scanned by gemini-3.5-flash, as is the clip ranking + curation. The whole thing costs about $0.04 per ride and takes 10 minutes. Here's what I've learned about teaching LLMs taste over 1000 miles and 180,430 seconds + frames processed through this pipeline.

I built and open-sourced a repo to turn hours of cycling GoPro footage into a 60-second highlight reel with ride telemetry burned in. Every second of the ride is scanned by gemini-3.5-flash, as is the clip ranking + curation. The whole thing costs about $0.04 per ride and takes 10 minutes. Here's what I've learned about teaching LLMs taste over 1000 miles and 180,430 seconds + frames processed through this pipeline.

62,706 просмотров • 2 месяцев назад

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