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From spoken spec to working service. Sam Kronick, an engineer on @​tryramp’s Applied AI team, used GPT-5.6 to build an entire service end-to-end from a natural

AI News • 2026-07-09 18:05 UTC • By Billy Odell Tucker-Robinson
From spoken spec to working service.

Sam Kronick, an engineer on @​tryramp’s Applied AI team, used GPT-5.6 to build an entire service end-to-end from a natural
From spoken spec to working service. Sam Kronick, an engineer on @​tryramp’s Applied AI team, used GPT-5.6 to build an entire service end-to-end from a natural-language spec. [▻](https://video.twimg.com/amplify_video/2075279847421820928/vid/avc1/1280x720/v5Xcz36qXZ0MfekP.mp4)
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