Engineering Insights

Building the AI Grid with NVIDIA: Orchestrating Intelligence Everywhere

AI-native services are exposing a new bottleneck in AI infrastructure: As millions of users, agents, and devices demand access to intelligence, the challenge is... AI-native services are exposing a new bottleneck in AI infrastructure: As millions of users, agents, and devices demand access to intelligence, the challenge is shifting from peak training throughput to delivering deterministic inference at scale—predictable latency, jitter, and sustainable token economics. NVIDIA announced at GTC 202

From vendors to vanguard: Airbnb’s hard-won lessons in observability ownership

State of Open Source on Hugging Face: Spring 2026

Apple Developer is now on bilibili and LinkedIn

Check out Apple Developer on bilibili and LinkedIn to learn about the latest news, announcements, videos, and events — including the Worldwide Developers Conference and Meet with Apple activities — for the developer community. Follow on bilibili Follow on LinkedIn

End-to-end encryption for Vercel Workflow

Vercel Workflow now encrypts all user data end-to-end without requiring any code changes. Workflow inputs, step arguments, return values, hook payloads, and stream data are automatically encrypted before being written to the event log. This makes it safe to pass sensitive data, such as API keys, tokens, or user credentials, across boundaries. The event log only ever stores ciphertext, while your step functions work exactly as before. Your workflow and step functions work exactly as before; all d

Context Anchoring

Conversations with AI are ephemeral, decisions made early lose attention as the conversation continues, and disappear entirely with a new session. Rahul Garg explains how Context Anchoring externalizes the decision context into a living document. more…

Vercel Open Source Program: Winter 2026 cohort

In April, we launched the to give maintainers the resources, credits, and support they need to ship faster and scale confidently. The first group joined through our .Vercel Open Source Programspring 2025 cohort Today we are welcoming the winter 2026 cohort. From AI-native apps and developer infrastructure to design systems and creative tooling, open source builders continue to amaze us. Meet the creators and explore their projects. Answer Overflow is an open source project that makes the con

Introducing the Vercel plugin for coding agents

Claude Code and Cursor can now further understand Vercel projects using the new Vercel plugin and a full platform knowledge graph. The plugin observes real-time activity, including file edits and terminal commands, to dynamically inject Vercel knowledge into the agent's context. Key capabilities include: Instead of standard retrieval, the plugin compiles pattern matchers at build time and runs a priority-ranked injection pipeline across seven lifecycle hooks. Skills fire when glob patterns, bash