# Vercel — How Delphi ships 100 times a day with its Python backend on Vercel

- Company: Vercel (vercel.com)
- Announced: 2026-09-15T04:00:00+00:00
- Category: not stated
- Coverage: not counted
- Announcement: no
- Group: routine
- Source: https://vercel.com/blog/how-delphi-ships-100-times-a-day-with-its-python-backend-on-vercel
- Record: https://forck.live/items/20657-how-delphi-ships-100-times-a-day-with-its-python-backend-on-vercel
- Subject: v0 / AI SDK / AI Gateway

Vercel published a case study about Delphi, a digital mind platform, which rebuilt its Python backend on Vercel after previously running on AWS. The move allowed Delphi's 10-person team, including non-engineers, to ship over 100 production deploys per day behind feature flags, using Vercel Workflows and Queues for long-running tasks and background jobs. The case study also describes how Delphi uses Vercel preview deployments for agent-built code, an internal agent on Vercel Sandbox for customer success, and AI Gateway to route chat traffic.

## Evidence

Verbatim from https://vercel.com/blog/how-delphi-ships-100-times-a-day-with-its-python-backend-on-vercel:

> Moving the backend to Vercel let Delphi stop treating backend changes as heavyweight releases and ship them as everyday product work. The team used to deploy to staging, then production. Now it skips the middle step, shipping 100+ times a day behind feature flags and running A/B tests instead of batching changes into a release.

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