ML news

by Vercel

Virtual Models: Manage AI Models Without Code Changes

Introducing Virtual Models on AI Gateway
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Build Voice and Audio Apps with ElevenLabs AI Gateway

ElevenLabs on AI Gateway
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AI Gateway Trends: Open Models, Spending, and Adoption

Open weight takes 71.5% of tokens and 23% of spend
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Build and Deploy Python Apps on Vercel

Python on Vercel is now generally available
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Deploy Python, Containers, and Background Workers on Vercel

Backends on Vercel: Python, containers, and Daemons
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How Vercel Drives Keep Agent Workspaces Persistent

Introducing Vercel Drives: persistent storage for agents
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What We Learned from Vercel Sandbox Security Testing

Findings from the $1M Vercel Sandbox challenge
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Jev for Python: Build Fast Classifiers with AI

Jev for Python engineers
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What One Million Agent Skills Reveal About AI’s Future

State of agent skills
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How Vercel’s Public Bug Bounty Program Works

The Vercel Bug Bounty Program is now publicly available
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How a libheif RCE Was Found, Fixed, and Disclosed

Reproducing, disclosing, and fixing the libheif vulnerability with Hacktron and the maintainers
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Open-weight models take 56% of token volume, Astra doubles Fable 5.1 spend

Open-weight models take 56% of token volume, Astra doubles Fable 5.1 spend
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How Indexed Shards Cut CDN Lookup Latency by 91%

How we cut CDN metadata lookup latency by 91%
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Fluid Compute: How Machines Adapt to Every Workload

Compute that takes any shape
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How Agents Build Better On-Brand Pages with design.md

How our agents build on-brand pages with design.md
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How TypeScript Turns Ordinary Code into Durable Workflows

The best workflow engine is a programming language
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Run SDK: Safely Execute Agent-Generated Code

Introducing Run SDK: secure eval for your agents
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How v0 Uses Snowflake Without Exposing OAuth Tokens

How v0 authenticates to Snowflake without exposing the user's OAuth token
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How to Build a Secure AI Software Factory

Building a software factory for AI SDK
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Migrating Vercel’s Build State from Redis to DynamoDB

How we migrated the database behind every Vercel build
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