
Generative UI for conversational agents.
Combining @aisdk with Chat SDK and ππππ-ππππππ, you can go straight from LLM to UI on platforms like Slack and Teams.
I believe this will become the dominant Human-Agent Interaction (HAI) paradigm:
vercel.com/changelog/json-reβ¦
I unironically agree with @bchernyβs take that βcoding is solved, but bugs are not.β
The deeper meaning is that you can in theory code *anything* now. You can burn infinite tokens refining and optimizing. Including optimizations that no one will care about π
With Vercel you can build a different kind of recursive improvement loop. You capture traces from production, you then optimize and course-correct based on how your software is being used IRL.
This is not a new idea. The best engineers Iβve ever worked with never jumped into coding (now prompting) right away. You instrument the system, collect data, understand distributions, user journeys, and then put fingers on keyboard.
You can ask your agent today to look at your traces!
Vercel Tracing is now GA on all plans.
Starting with Next.js 16.5, new projects have it on by default. Search and inspect spans from the dashboard or the CLI.
β² ~/ vercel traces search --status error
vercel.com/changelog/vercel-β¦
β Get an X sub
β‘ Build with Bot / Cursor
β’ Deploy to Vercel, scales from 0 to π
β£ Launch and distribute on X
β€ Monetize with X Money / Creators
The loop is nearly complete βΎοΈ
Deploy apps in one click with @cursor_ai.
β’ No account to create
β’ No deployment configuration
β’ Database provisioning included
Built on Vercel for Platforms β vercel.com/for/platforms
Deploy apps in one click with @cursor_ai.
β’ No account to create
β’ No deployment configuration
β’ Database provisioning included
Built on Vercel for Platforms β vercel.com/for/platforms
SpaceXSI π€ Vercel
Grok and Cursor can now build, deploy, and scale
vercel.com/for/platforms
Guillermo Rauch retweeted
Your agent can fetch vulnerabilities found by Vercel Security Review using Vercel CLI
Today we are launching Vercel Security Review in public beta.
Run vulnerability reviews on every push, and ship fixes in one click with Vercel Agent.
Read the blog β vercel.com/blog/vercel-securβ¦
βDoing stuff for you over timeβ is the killer app of agents.
Muse and Instinct consolidate memories at night, remind you of stuff in the morning, message you after N days passed since your last interactionβ¦
Vercel Schedules are like Cron on steroids. They can be defined at runtime, scale infinitely, and sit outside of the Sandbox, which means you can cost-efficiently invoke compute as needed.
Vercel Schedules is now in public beta.
Agents and applications can now schedule and manage their own work.
βͺοΈ Define static jobs once in code
βͺοΈ Create dynamic ones at runtime
βͺοΈ Run in any environment, including preview
vercel.com/blog/introducing-β¦
I had a hard time believing thisβ¦ but I had fx.sh build a repro with ππππππ:πΉ.πΈπΊ.
β Type in a wrong password
β‘ Type in a > 256 chars password
β’ root
Alpine team has pushed a fixed apk for πππππππ-ππππππ (π·πΆ.πΉ_ππ·-ππΈ)
I'm not even sounding the claxon for this it's just horrible.
Any text > 256chars is a valid root password, holy shit
sshhole.com/
"you will own nothing and be happy"
"you will know nothing and be happy"
^ Gotta prevent this at all costs.
Use AI to know and understand.
We will all be learning in coming weeks & months, that most human-made software:
β«οΈ Was really slow
β«οΈ Had many security vulnerabilities
β«οΈ Was under-specified and incorrect
AI will rewrite it all. Many times. It will make it fast, cost-efficient, and secure. It will think about failure modes we couldn't wrap our heads around.
It will prove, formally verify, load test, harden. It will turn memory-unsafe foundations into robust, optimized ones. If you ask, it'll thoroughly document it, teach you about it, make diagrams, animations, and slide decks.
In many ways, we are witnessing the true birth of software engineering.
In just 24 hours π€―
β π²,π΄ππ³ vulnerabilities identified
β π±π΄π¬ critical or high
β π,π°ππ already patched by Agent
Vercel Security Reviews are 100% free until Nov 10
Today we are launching Vercel Security Review in public beta.
Run vulnerability reviews on every push, and ship fixes in one click with Vercel Agent.
Read the blog β vercel.com/blog/vercel-securβ¦
happy acquisition day to all those who celebrate
@pierrecomputer -> @OpenAI
@conductor_build -> @Meta
@humanlayer_dev -> @factory
the best part:
all 6 of these companies deploy on @vercel !
Itβs so inspiring to work with people who care so much about building quality products.
Greatness is the byproduct of a million iterations. Agents or otherwise.
`ππππππ ππππππ` - recommend you ship doctor subcommands in your CLIs!
Let your agent find and fix Vercel CLI setup issues with ππππππ ππππππ.
βͺοΈ Shows the fix command for each issue
βͺοΈ Runs without a login or linked project
βͺοΈ Never prompts, logs in, or links
βͺοΈ Outputs structured results with --ππππ
vercel.com/changelog/vercel-β¦
Vercel CI accelerates any repo
Vercel Security Review protects them
Vercel CI now works on GitHub repos without a Vercel project.
Install the Vercel GitHub App and link your GitHub account to Vercel. Then run this in your repo root:
β² ~/ vercel ci enable
vercel.com/changelog/vercel-β¦
Guillermo Rauch retweeted
Vercel Security Reviews are free until November 10.
Today we are launching Vercel Security Review in public beta.
Run vulnerability reviews on every push, and ship fixes in one click with Vercel Agent.
Read the blog β vercel.com/blog/vercel-securβ¦
I've been looking forward to this day, because Vercel has an internal security agent that is **astonishingly effective** (lovingly called @ππππππ). Every single line of code gets audited, automatically.
You can now get the same power. Just enable it on all your repos (this product works whether you host on Vercel or not) and your peace of mind will increase tremendously. You'll see it catch things that every other agent misses.
Why: you cannot just bank on your engineers having a skill installed, prompting "please make secure", or rolling the weights' dice that the code is good out of the gate.
The other cool thing about this is that this was entirely developed by our security team. A lot of companies out there are probably in a mad rush right now trying to staff up. If you wanted to 'download a security team' as software, this is the closest you get today.
Today we are launching Vercel Security Review in public beta.
Run vulnerability reviews on every push, and ship fixes in one click with Vercel Agent.
Read the blog β vercel.com/blog/vercel-securβ¦
npm i -g ai-cli
Such a simple idea. An ππ CLI. Gives every agent access to video, voice, image, text generation. And ππ ππππππ brings Jev-class models.
All behind AI Gateway with cost and ZDR controls.












