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38 articles

Vercel Blog

Python on Vercel is now generally available

Python on Vercel is now generally available. Build and run Python applications with the frameworks, libraries, and tools you already use. Vercel automatically detects supported frameworks and configures the build and deployment. Your applications run on Fluid compute, which manages concurrent requests and scales with…

Web Development5 min read
Vercel Blog

Backends on Vercel: Python, containers, and Daemons

Last year, we expanded zero config support for Python and TypeScript backend frameworks. By this summer, developers could deploy their frontend and backend together with Vercel Services and coordinate background work with queues and durable workflows . Today at Vercel Ship in San Francisco , we are expanding the…

Web Development3 min read
Kubernetes Blog

Scaling Kubernetes Workloads with Node Swap

Memory is often the first hard limit a Kubernetes cluster hits. Nodes run out of RAM long before they run out of CPU, and the new wave of agentic AI workloads makes this worse. These workloads demand large memory footprints to start up and run untrusted code, then sit idle waiting for the next prompt. That idle but…

AI & ML7 min read
Vercel Blog

Jev for Python engineers

It's simply impossible to not hear about Jev. Seemingly everyone is tinkering with it in some way, from using it to make trading decisions (what could possibly go wrong?) to generating UIs with it (maybe we're onto something here!) . Jev is a new kind of AI model. You feed it data and ask it a set of multiple choice…

AI & ML5 min read
DBDuckDB Blog

DuckDB Now Ships inside dbt v2

dbt v2, which runs on the new Rust based Fusion engine, is the first dbt release that ships with a built in DuckDB adapter. This post covers setup, DuckLake and Iceberg catalogs, querying dbt's Parquet metadata with DuckDB, plus other v2 features that matter to DuckDB users, including migrating to dbt v2.

AI & ML6 min read
Vercel Blog

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

Delphi on Vercel 10 engineers with no dedicated infrastructure role Everyone ships code, including product and design 100+ production deploys a day behind feature flags Delphi builds digital minds. They capture what someone has written, recorded, and taught, so anyone can tap that expertise on demand. Delphi is “a…

AI & ML5 min read