Engineering Insights

AGENTS.md outperforms skills in our agent evals

We expected to be the solution for teaching coding agents framework-specific knowledge. After building evals focused on Next.js 16 APIs, we found something unexpected.skills A compressed 8KB docs index embedded directly in achieved a 100% pass rate, while skills maxed out at 79% even with explicit instructions telling the agent to use them. Without those instructions, skills performed no better than having no documentation at all.AGENTS.md Here's what we tried, what we learned, and how you can

Introducing the vercel api CLI command

adds a new command, giving direct access to the full suite of Vercel APIs from your [email protected] The command provides a direct access point for AI agents to interact with Vercel through the CLI. Agents like Claude Code can access Vercel directly with no additional configuration required. If an agent has access to the environment and the Vercel CLI, it inherits the user's access permissions automatically.api List available APIs with , build requests interactively with , or send req

Alyah ⭐️: Toward Robust Evaluation of Emirati Dialect Capabilities in Arabic LLMs

Unstacking CSS Stacking Contexts

In CSS, we can create “stacking contexts” where elements are visually placed one on top of the next in a three-dimensional sense that creates the perception of depth. Stacking contexts are incredibly useful, but they’re also widely misunderstood and often mistakenly created, leading to a slew of layout issues that can be tricky to solve.

PVH reimagines the future of fashion with OpenAI

PVH Corp., parent company of Calvin Klein and Tommy Hilfiger, is adopting ChatGPT Enterprise to bring AI into fashion design, supply chain, and consumer engagement.

Unlocking Agentic RL Training for GPT-OSS: A Practical Retrospective

Cloudflare One, Cloudflare WAN - Configure Cloudflare source IPs (beta)

Cloudflare source IPs are the IP addresses used by Cloudflare services (such as Load Balancing, Gateway, and Browser Isolation) when sending traffic to your private networks. For customers using legacy mode routing, traffic to private networks is sourced from public Cloudflare IPs, which may cause IP conflicts. For customers using Unified Routing mode (beta), traffic to private networks is sourced from dedicated, non-Internet-routable private IPv4 range to ensure: Symmetric routing over private

Cloudflare Fundamentals - Added Timezone preferences settings

You can now set the timezone in the Cloudflare dashboard as Coordinated Universal Time (UTC) or your browser or system's timezone. What's New Unless otherwise specified in the user interface, all dates and times in the Cloudflare dashboard are now displayed in the selected timezone. You can change the timezone setting from the user profile dropdown. The page will reload to apply the new timezone setting.