Company
Vercel is a cloud platform for building and deploying web applications, known for serverless hosting and the Next.js framework.
Vercel made Python on its platform generally available, with three of the bundled Python SDKs still labelled beta. A FastAPI or Flask backend can now share previews and rollbacks with a JavaScript frontend, Vercel says.
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Vercel will deprecate its AI Elements registry at the end of November 2026 in favor of shadcn/ui's own 21 patterns, a DEV Community post says. Nothing breaks on 1 December, because the components live in each project's own source.
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Vercel's Token Pass charges Pro teams $30 a month for $80 in credit for GLM 5.3 and Kimi K3. The credit expires monthly, so the saving depends on how much of it a team actually spends.
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Linux kernel flaw CVE-2026-99999 let pwn.ai's Paulos Yibelo read about 32 bytes of host memory per packet from Vercel's production sandboxes. Operators who host other people's VMs need the fix in the kernel the host itself runs.
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Vercel Daemons, now in public beta, keep a customer's container running and hold the instance count set for each region. At launch a Daemon only pulls work from a queue or database and is never invoked by internet requests.
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Next.js released versions 16.4.1 and 15.5.28 on October 14 to fix two unauthenticated code-execution flaws that Vercel rated CVSS 9.5. As of October 15 the caching flaw had no CVE and no workaround, so npm audit may stay quiet and only the upgrade closes it.
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Amazon S3, S3 Tables and S3 Vectors can now be created from the Vercel Marketplace and v0, with no AWS console step for policies or credentials. Functions trade short-lived OIDC tokens with AWS STS, so no static keys sit in the project.
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Intel is pitching a 350-watt air-cooled GPU and Xeon racks at OCP to match each AI prompt to a right-sized system. The one demand figure it cited comes from a single gateway's token traffic.
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Vercel added five named Microsoft MAI models to AI Gateway on October 1, 2026, covering speech, transcription and image generation. Each modality bills in a different unit, so teams have to estimate cost feature by feature.
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AI security startup AIR says a certificate flaw in Vercel Sandbox lets an agent send data to an attacker's server via an approved host. Vercel told AIR it needs time to find a fix, co-founder Niv Hoffman said, so operators have nothing to apply yet.
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Phishing emails carrying fake PDF invoices are installing Action1's remote-management agent, SANS ISC handler Xavier Mertens reported. It follows a ScreenConnect campaign he documented a few days earlier that used the same fake-invoice lure.
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Fake Ledger sites in Google results are asking for recovery phrases while Ledger probes losses researchers put above $86 million. Nothing yet ties that sum to the pages, but the way the campaigns were built makes a top search result a working route into self-custody wallets.
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Vercel's CLI now lets a coding agent run all four domain-purchase commands, but buy will not complete outside an interactive session. A person confirms price, auto-renewal and registrant details, so the name search can go to an agent while spending stays with a human.
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OpenAI's Ultrafast tier bills GPT-6.1 Sol at six times its standard per-token rate to return the same model's output faster. Teams now have to pick, request by request, which agent and interactive calls are worth that much for a shorter wait.
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OpenAI launched its Decisions API on October 6, three weeks after startup TypeSafe's cheap classification model Jev went viral with developers. Both chase the routine judgments a business automates by the thousand, where cost per decision decides what is worth doing.
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Vercel offers the Glyph Cluster stealth model free on AI Gateway, but prompts and responses may be used for training and ZDR is unavailable. Any trial is a data-governance decision first, so one dev.to plan limits testing to public, non-sensitive material.
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Zscaler found Ledger phishing ads running under a verified Google advertiser, with Vercel redirect domains rotating every 15 to 20 minutes. The ad displayed google.com and the pages sat on Google and Vercel hosting, so domain reputation and the verified badge gave defenders little to catch.
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Diogo Almeida left OpenAI two years ago convinced that human language is the wrong output for automation. The model his startup shipped this week returns probabilities, and one team testing it clocked classification 5 to 18 times faster.
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OpenAI's Decisions API answers yes/no, pick-one and scale questions for $0.10 per million input tokens, with output free. Jev sells the same three question types for text at less than half that, so OpenAI's case rests on image input and compliance terms.
Perspective Coverage
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Washington and Beijing pushed their tariff truce two months past November 10 and left $30 billion a side of tariff relief at the recommendation stage. Tariff risk still has an expiry date, now around January 10, even with a new Board of Trade and formal AI talks in place.
Perspective Coverage
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