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

Delphi has migrated its Python backend to Vercel, allowing over 100 production deployments daily.

WHY IT MATTERS

This change significantly enhances Delphi's ability to adapt and respond to user demands. The streamlined deployment process reduces onboarding time for new engineers and fosters a culture of continuous delivery across the team.

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The three things worth knowing

01

Delphi's backend previously relied on AWS, causing delays in deployment and onboarding.

02

With Vercel, the team can deploy code directly to production without a staging environment.

03

The migration has enabled faster experimentation and feature development across various teams.

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ORIGINAL ANALYSIS

Delphi's move to Vercel has transformed its deployment process, allowing for over 100 production deployments daily. This shift eliminates the need for a staging environment, which previously slowed down the release cycle. By leveraging Vercel's infrastructure, the team can now continuously ship changes as part of their daily workflow.

The previous AWS setup created bottlenecks, particularly in onboarding new engineers who faced lengthy environment setup times. Transitioning to Vercel has streamlined this process, significantly reducing the time it takes for new hires to deploy their first code. This improvement supports Delphi's goal of fostering a rapid development environment.

Vercel's Workflows and Queues features played a crucial role in facilitating this transition. These tools allow developers to manage long-running tasks and background jobs without needing extensive infrastructure knowledge. As a result, Delphi can focus on product development rather than infrastructure management, enhancing overall productivity.

The ability to deploy code quickly has also opened up opportunities for experimentation within the team. Previously sidelined small projects can now be prioritized and tested more readily, helping to refine user engagement strategies. This agility is critical as Delphi continues to innovate in a competitive landscape.

Overall, moving to Vercel has not only improved deployment frequency but also enhanced collaboration across different roles within the company. Non-engineering team members can now contribute to deployment processes, aligning with Delphi's vision of a more integrated development culture.

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