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ExternalFrontend Development
Vercel Blog

Anyone can build agents, but it takes a platform to run them

Prototyping is democratized, but production deployment isn't. AI models have commoditized code and agent generation, making it possible for anyone to build sophisticated software in minutes. Claude can scaffold a fully functional agent before your morning coffee gets cold. But that same AI will happily architect a $5,000/month DevOps setup when the system could run efficiently at $500/month. In a world where anyone can build internal tools and agents, the build vs. buy equation has fundamentally

Vercel BlogRead original
ExternalFrontend Development
Vercel Blog

Introducing new token formats and secret scanning

When Vercel API credentials are accidentally committed to public GitHub repositories, gists and npm packages, Vercel now automatically revokes them to protect your account from unauthorized access. When the exposed credentials are detected, you'll receive notifications and can review any discovered and in your dashboard. This detection is powered by and brings an extra layer of security to all Vercel and v0 users.tokensAPI keysGitHub secret scanning As part of this change, we've also updated

Vercel BlogRead original
ExternalAI
OpenAI News

Bringing ChatGPT to GenAI.mil

OpenAI for Government announces the deployment of a custom ChatGPT on GenAI.mil, bringing secure, safety-forward AI to U.S. defense teams.

Global Affairs
OpenAI NewsRead original
ExternalCloud
Cloudflare Changelog

Agents, Workers - Agents SDK v0.4.0: Readonly connections, MCP security improvements, x402 v2 migration, and custom MCP OAuth providers

The latest release of the Agents SDK brings readonly connections, MCP protocol and security improvements, x402 payment protocol v2 migration, and the ability to customize OAuth for MCP server connections. Readonly connections Agents can now restrict WebSocket clients to read-only access, preventing them from modifying agent state. This is useful for dashboards, spectator views, or any scenario where clients should observe but not mutate. New hooks: shouldConnectionBeReadonly, setConnectionReadon

AgentsWorkers
Cloudflare ChangelogRead original
ExternalCloud
Cloudflare Changelog

Agents - Interactive browser terminals in Sandboxes

The Sandbox SDK now supports PTY (pseudo-terminal) passthrough, enabling browser-based terminal UIs to connect to sandbox shells via WebSocket. sandbox.terminal(request) The new terminal() method proxies a WebSocket upgrade to the container's PTY endpoint, with output buffering for replay on reconnect. JavaScript // Worker: proxy WebSocket to container terminal return sandbox.terminal(request, { cols: 80, rows: 24 }); TypeScript // Worker: proxy WebSocket to container termina

Agents
Cloudflare ChangelogRead original
ExternalCloud
Cloudflare Changelog

AI Crawl Control - Analytics enhancements

AI Crawl Control metrics have been enhanced with new views, improved filtering, and better data visualization. Path pattern grouping In the Metrics tab > Most popular paths table, use the new Patterns tab that groups requests by URI pattern (/blog/*, /api/v1/*, /docs/*) to identify which site areas crawlers target most. Refer to the screenshot above. Enhanced referral analytics Destination patterns show which site areas receive AI-driven referral traffic. In the Metrics tab, a new Referrals ove

AI Crawl Control
Cloudflare ChangelogRead original
ExternalCloud
Cloudflare Changelog

AI Search - AI Search now with more granular controls over indexing

Get your content updates into AI Search faster and avoid a full rescan when you do not need it. Reindex individual files without a full sync Updated a file or need to retry one that errored? When you know exactly which file changed, you can now reindex it directly instead of rescanning your entire data source. Go to Overview > Indexed Items and select the sync icon next to any file to reindex it immediately. Crawl only the sitemap you need By default, AI Search crawls all sitemaps listed in you

AI Search
Cloudflare ChangelogRead original
ExternalCloud
Cloudflare Changelog

Log Explorer - Tabs and pivots

Log Explorer now supports multiple concurrent queries with the new Tabs feature. Work with multiple queries simultaneously and pivot between datasets to investigate malicious activity more effectively. Key capabilities Multiple tabs: Open and switch between multiple query tabs to compare results across different datasets. Quick filtering: Select the filter button from query results to add a value as a filter to your current query. Pivot to new tab: Use Cmd + click on the filter button to start a

Log Explorer
Cloudflare ChangelogRead original

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