@vercel CEO
Docker inside β² Sandbox live πππ
Run Docker inside Vercel Sandbox. βͺοΈ Build and run containers in full isolation βͺοΈ Persist installs and images across sessions βͺοΈ Run databases, test suites, or full apps https://vercel.com/changelog/run-docker-containers-inside-vercel-sandbox
View quoted postVercel CLI as a self-updating binary with zero external dependencies. Our CLI is one of the key interfaces enabling the 'cloud for agents'. This solves a huge bottleneck, as we ship changes to our CLI more than ever, and it's embedded in more places than ever. Fun fact: we built πππΒΉ yeaaars ago in service of this vision. I didn't want customers to have to worry about Node.js over here, and the CLI package over there. We deprioritized it because Git and Web took off massively, and CLI usage was more sporadic. Now the situation is inverted. Every day, I hear from customers discovering Vercel after OpenClaw, Claude Code, or Codex not only introduce, but also onboard users to our agentic infrastructure. Our CLI (as well as our MCP and SDKs) is a key enabler of this new wave. ΒΉ http://github.com/vercel/pkg
Vercel CLI now ships experimental native binaries. Opt in for improved credential security, faster startup, and an ~80% smaller footprint. β² ~/ ππππ π -π @ππππππ/ππ-ππππππ https://vercel.com/changelog/experimental-native-binaries-for-vercel-cli
View quoted postExcellent model, particularly impressive in visual tasks. Give it a try
I watched the team dream up a static design with AI, then bring it to life in WebGPU shaders in less than a day. How can you not be excited about software development in 2026 π You can just ship beautiful things. http://nextjs.org/nights
The Deployments list was one of the earliest views I built on the (zeit) platform. One of the earliest 'acid tests' of Next.js was whether it could handle the dynamism of an app and the speed of a website, in one framework. Redesigning a view that's so heavily depended on is no small feat. While I didn't build this one, it was fun to be flagged-in to opine on the many variations the team tested to get this out π
The redesigned deployments list is here. See more deployments at once with a denser layout and an improved mobile experience. https://vercel.com/changelog/redesigned-deployments-list
View quoted postNext.js Night Β· AMS π³π± Β· June 11 Learn whatβs next + meet the team + share feedback http://luma.com/34nqdfc3
Feedback is a gift. Critical feedback doubly so.
How do you build a great brand? Build a great product
BJJ is the peak athletic pursuit. Nothing Iβve tried comes close. Join the cult
Processed 1400 replies βΎ OpenAI is catching up to Anthropic βΎ 'Codex' got more mentions than 'Claude Code' βΎ However, by model mentions, A\ is mogging
Show me the thing youβve built with AI youβre most proud of. Reply with a working product URL and what model / agent you primarily used.
View quoted postShow me the thing youβve built with AI youβre most proud of. Reply with a working product URL and what model / agent you primarily used.
RTβGrok New connectors available Build sites with Vercel, create anything in Canva, design decks in Gamma, and tap into market data from S&P Global.
This will bring AI to 42% of the web. Every model, every provider, every modality (text, image, video, audio).
The AI Gateway plugin for WordPress is here. Install it and any plugin using the WordPress AI Client can call text, image, and video models with one API key. https://vercel.com/changelog/vercel-ai-gateway-plugin-for-wordpress
View quoted postWeβre shipping a CDN pricing model that βsmooths overβ traffic spikes and viral events. This allows us to remove stress and surprises, with uncompromising quality and network performance. Predictability without slow routes, degraded PoPs, or priority bandwidth tiers.
Flat Rate CDN is in Limited Beta for Pro teams. You pay a fixed monthly fee for Vercel CDN usage, with no overages for viral spikes, unfiltered bots, or misconfigured routes. Join the waitlist βhttps://vercel.com/changelog/flat-rate-cdn-in-limited-beta
View quoted postClaude Managed Agents π€ Vercel Sandbox https://vercel.com/kb/guide/run-claude-managed-agent-tools-with-vercel-sandbox
Live from Code with Claude London: we're launching self-hosted sandboxes (public beta) and MCP tunnels (research preview) in Claude Managed Agents. Run agents inside your own perimeter, with your security controls applied by default.
View quoted postThis is so cool: rerun.io Stack: @sveltejs / @threejs / @vercel
All Firewall mitigations are now fully free on @vercel. Not just DDoS and system-level mitigations, but also any rule you configure. Vercel now absorbs the computational and network costs of any size of attack or traffic mitigation for your peace of mind. (And more to come!)
All firewall-mitigated traffic is now free on Vercel. Starting today, you aren't charged for requests that are denied, challenged, or rate-limited by Vercel Firewall. This extends free DDoS mitigation to rules you configure. https://vercel.com/changelog/web-application-firewall-mitigated-traffic-is-free-on-vercel
View quoted postA πππππ πππ your agents will love. One of the coolest things about Vercelβs Firewall is how hard the team worked on instant global propagation (~300ms). Imagine if ππππππππ took *minutes* to propagate? Thatβs the average industry CDN/WAF experience!
The new Vercel CLI πππππ πππ command brings firewall configuration to the terminal. You and your agents can now manage custom rules, IP blocks, system mitigations, Attack Mode, and more: https://vercel.com/changelog/manage-vercel-firewall-in-the-cli
View quoted postThe ideal πͺ© doesn't exiβ¦
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View on GitHubGrok CLI has great support for Plugins and Skills. Installing the Vercel Plugin gives Grok cloud deployment superpowers. Watch this creative coding website be generated with Grok and hosted seamlessly on Vercel β http://vgrok.vercel.app
Vercel protects your agents' deployments behind SSO like @Okta. Even Production ones, giving you a secure 'intranet' of apps generated with @v0, Codex, Claude, etc. It's all fun and games until your agent gets πΊπΆπ· ππππππππππ£ππ from the deployment *it just made* though π The solution: ππππππ ππππ. By just prefixing ππππππ or ππ you unblock your agent and yourself to easily ππππ any URL you have access to within the Vercel ecosystem.
Vercel CLI now supports native curl commands. Same syntax as ππππ, but uses Vercel auth to test all of your deployments. https://vercel.com/changelog/use-native-curl-syntax-with-vercel-cli
View quoted postIf you become exceptional at managing agents, but are also exceptional in your understanding of the fundamentals, you will be unstoppable. We all prefer to work with masters of their craft. Whatβs new: you canβt afford to miss out on the amplification agents have on your output
Excited to be donating again to Hack Club. Hack Clubs are in-person & online spaces for the next generation of inventors. Hack Clubbers inspire me with their ships and technical writeups, even eventually joining Vercel. Parents and community leaders: if your high school is not Hack Club-maxxxing, youβre missing out! https://hackclub.com
You can just render images on the terminal btw: β² ~/ npx ai-cli image 'a vercel ai sdk diagram' Run πππ π -π ππ-πππ and access every image, video & text model from @vercel AI Gateway instantly
This is so good. Notion's developer platform is built on Vercel Sandbox. You can seamlessly extend Notion natively, or use their MCP to bring Notion to your work. This landing page is also Next-level! https://www.notion.com/product/dev
Vercel's AI Gateway gives us a glimpse into real-world production AI and Agents usage. Google is king of production scale, Anthropic dominates in coding & spend, OpenAI is growing fast since 5.4, and OSS continues to gain ground. The AI race is a lot more fluid than it looks :)
RTβNews from Google New stat from @vercel's AI Gateway in @BusinessInsider: Gemini 3 Flash is leading across AI models in token usage as of April. π See more stats on how developers are using our models β http://goo.gle/4dlBiol πvia @BusinessInsider
Cool
Despite being told no, I'm open-sourcing TrustClaw. You can now deploy a production-ready personal agent service with over 1000+ app integrations in a single command, straight to @vercel with npx @composio/trustclaw deploy I was inspired by @openclaw to build a simple web app
View quoted postMoms are the bedrock of civilization. Iβm very thankful to my mom who put herself through engineering school in Argentina and set the bar so high for her children. Happy Motherβs Day!
RTβTony Dinh Just tried this in my codebase, burned ~$70 worth of tokens and resulted in 30+ PRs, all non-critical but totally legit security issues.
Introducing deepsec, an open source coding security harness. β’ CLI-first β’ Sandbox-based scaling β’ Pluggable coding agents β’ Designed for large-scale repos β’ Use AI Gateway or your own subscription After months of successful internal use, we put it to the test on some of
View quoted postRTβv0 v0 can now run terminal commands, which means it can: β’ Spin up a browser session to test interactions β’ Look through your commit history to understand past changes β’ Write and run unit tests β’ Use CLIs to interact with platforms like Vercel and GitHub
β² ~/ πππ‘ πππππππ
deepsec is very cool! I ran it against our main backend repo at @khanacademy and it found some really interesting edge cases. Spun up an agent team in Claude and addressed all the high-impact issues. This likely would've been a multi-week, or month, effort otherwise!
View quoted postπππ‘ πππππππ We're introducing an open-source agent orchestrator for deep security reviews. We built it for internal use, and after running it against some major OSS projects, we gained conviction to share it with the world. Coding agents can now find critical vulnerabilities in minutes that would take teams of people months (if they can spot them at all). Since πππππππ is optimized to work with Vercel Sandbox, you can effectively harness the power of thousands of agents scrutinizing your codebase in parallel. I encourage you to try this on your repositories. BTW: If you run an OSS project and want us to sponsor a run, my DMs are open.
Introducing deepsec, an open source coding security harness. β’ CLI-first β’ Sandbox-based scaling β’ Pluggable coding agents β’ Designed for large-scale repos β’ Use AI Gateway or your own subscription After months of successful internal use, we put it to the test on some of
View quoted postRTβElon Musk Grok 4.3 on Vercel
Grok 4.3 is on AI Gateway. xAI's latest model, with improved tool calling and instruction following. Try it now with πππππ: 'π‘ππ/ππππ-πΊ.πΉ' https://vercel.com/changelog/grok-4-3-on-ai-gateway
View quoted postRTβMatias π§ Re @vercel Ship26 is live! This year, we shipped a 3D device that can create WASM apps using wterm, just-bash, and @workflowsdk ...and a landing full of agents that walk around the site using a dynamic navigation mesh.
We're growing the Vercel Labs team. Our mission is to build the devtools of the AI era. We used to build tools for humans, now we're building them for agents. @ctatedev & team have shipped the tools that agents love: πππππ-ππππ πππ, ππππππππ, ππππππ, ππππ, ππππ-ππππ, ππππ-ππππππβ¦ 22.8M+ downloads to date. Dream job. DMs open π
Portless killed :3000 Dev servers got stable names like myapp.localhost Agents could use worktrees in parallel without stepping on each other Now it's easier than ever in v0.11 Just run: portless Zero config. Zero args. Zero code changes.
RTβSoleio New season incoming. Follow @firstofkind or sign up for an email when Episode 1 drops: @rauchg of @vercel
Coding agents will be the foundation of all superintelligence. At a minimum, coding ability is indistinguishable from 'proficiency with computers'. Great coding agents like Claude Code master bash, filesystems, configuring and installing programs⦠But it's also about self-improvement. A coding agent has the ability to examine its source, its state, its skills, its instructions⦠it can propose changes to itself (with human supervision and audit trail, I recommend), or even mutate itself directly. In retrospect, this should be obvious. "What I cannot create, I cannot understand". Coding fluency has given models a deeper understanding of all computer and knowledge work. To master programs, you must be able to create them.
It wasnβt obvious to me one year ago that an excellent coding agent would also be the path to a general agent for all knowledge work. But now it makes a lot of sense. Iβm interested to see where AI is at next year and what seems obvious then in retrospect.
View quoted postRTβVercel Developers GPT-5.5 and GPT-5.5 Pro are live on AI Gateway. Built for long-running agentic work and more token-efficient than GPT-5.4. Use πππππ: 'ππππππ/πππ-π».π»' or 'ππππππ/πππ-π».π»-πππ' to get started. https://vercel.com/changelog/gpt-5.5-on-ai-gateway
I want to keep everyone updated on the details of the security investigation. The team performed an in-depth analysis to search for root causes and to better understand the behavior of the threat actor. We cast a very wide net, pulling and processing nearly a petabyte of logs of the entire Vercel Network and API, extending well beyond the initial Context[.]ai compromise. We now understand that the threat actor has been active beyond that startup's compromise. Threat intel points to the distribution of malware to computers in search of valuable tokens like keys to Vercel accounts and other providers. Once the attacker gets ahold of those keys, our logs show a repeated pattern: rapid and comprehensive API usage, with a focus on enumeration of non-sensitive environment variables. As a result: βΎWe've deepened and widened our collaboration with partners across the industry, like Microsoft, AWS and Wiz, to further protect the broader internet. βΎ We've notified other suspected victims of this threat actor, independent of this event, encouraging them to rotate credentials and adopt best practices. We've also shipped a bunch more product enhancements. I'm extremely thankful to our team and industry partners for working around the clock. For more details on the ongoing investigation, refer to our security bulletin: https://vercel.com/kb/bulletin/vercel-april-2026-security-incident
Iβm so encouraged by the way our team and industry peers have shown up to protect the internet. Weβve now shipped over 20 product improvements across Dashboard and CLI to help your security posture. Easier to set up MFA, audit your Environment Variables, Activity logs and more
In collaboration with @github, @Microsoft, @npmjs, and @SocketSecurity, our security team has confirmed that no npm packages published by Vercel have been compromised. There is no evidence of tampering, and we believe the supply chain remains safe. https://vercel.com/kb/bulletin/vercel-april-2026-security-incident
View quoted postRTβVercel Re Our investigation has revealed that the incident originated from a third-party AI tool with hundreds of users whose Google Workspace OAuth app was compromised. We recommend that Google Workspace Administrators check for usage of this app immediately. https://vercel.com/kb/bulletin/vercel-april-2026-security-incident#indicators-of-compromise-iocs
RTβVercel Weβve identified a security incident that involved unauthorized access to certain internal Vercel systems, impacting a limited subset of customers. Please see our security bulletin: https://vercel.com/kb/bulletin/vercel-april-2026-security-incident
Whether design belongs in Figma or Claude Design is a distraction from a bigger shift. 1οΈβ£ Design will become autonomous. More helpful to think of it as π³π΄ππΈπΆπ½.ππ, used by your coding agents running your software factory. 2οΈβ£ Specialized βpersonalβ design tools generated by teams will proliferate. Design is a capability, not a tool. I agree with @rsms that there are many facets of design, and multiple tools are required. I love prompting in @v0 and itβs become the place where I can channel my inspiration, explore, communicate. But Iβm also seeing a new generation of products that use the v0 Platform API or Sandbox and put design on autopilot. There are next-generation agents like @tryflint and http://trybloom.ai generating design & brand systems and maintaining them autonomously. Flint can even keep your website and content up to date and its design consistent. No human prompting needed. From this we will see the emergence of fully autonomous companies with agents like http://nanocorp.so and http://durable.ai, which go a step further and grow and advertise your business. tl:dr; The future looks very different from the present. AI is a true discontinuity. The βhereβs the existing thing but with AI and ${jobTitle} is cookedβ is short-sighted.
Today we're open sourcing http://open-agents.dev, a reference platform for cloud coding agents. You've heard that companies like Stripe (Minions), Ramp (Inspect), Spotify (Honk), Block (Goose), and others are building their own "AI software factories". Why? 1οΈβ£ On a technical
The hardest thing about agents and backends is durability. @workflowsdk fixes this. That LLM you're calling *will* go down. That service *will* rate limit you. That database *will* unexpectedly slow down. You *will* get paged π I've been looking for a unicorn for a decade. I wanted the level of reliability of combining stuff like SQS / Kafka / microservices, and I absolutely did not want *that* at the same time π Truly reliable systems like that are notoriously difficult to reason about, to develop locally, to test, to simulate, to deployβ¦ Workflow SDK solves that without compromises. We're doing what Next.js did for the frontend, but for one of the most important problems of the new generation of backend applications. Notably, Workflow SDK has an incredible self-hosting and multi-cloud story from day 0. We've taken amazing lessons from Next.js and poured them into the many Worlds (adapters) you can deploy to. Congrats to Pranay and the Workflow team on a generational ship: http://vercel.com/blog/a-new-programming-model-for-durable-execution
Vercel Workflows is GA. Your code is the orchestrator. Ship agents, backends, or any long-running process without managing queues, retries, or workers. https://vercel.com/blog/a-new-programming-model-for-durable-execution
View quoted postThe rate of progress in AI is relentless. You can capture the upside of its volatility with @aisdk and @vercel AI Gateway. Congrats to @anthropicai on another banger ship, but @xai, @openai, and @googleai are coming. Gonna be a fun year.
Claude Opus 4.7 is available on Vercel AI Gateway. Optimized for long-running agents with high-res image support and an extra-high effort level. Try with: πππππ: 'πππππππππ/ππππππ-ππππ-πΊ.π½' https://vercel.com/changelog/opus-4.7-on-ai-gateway
View quoted postThis is what the future of design looks like. Not just this specific toolΒΉ, but the fact that every team in the world is now is empowered to build their own 'design factory'. Shader Lab was built with Claude Code, @threejs, @nextjs, and @vercel. To the exact needs, vision, and specification of @basementstudio. Every time we work on a project with them, we get a glimpse of an arsenal of internal tools they've deployed. Some built specifically for a project, some more general purpose. It's now easier to generate software re-assembling powerful building blocks, than searching and procuring the right SaaS for the job. ΒΉ though it's a banger
gm, today we're launching Shader Lab, like photoshop but for shaders β’ design slick layered shader compositions β’ export high-quality assets or shaders β’ OSS package to plug & play β³ https://eng.basement.studio/tools/shader-lab
View quoted postThe software factory is the product: http://open-agents.dev
Today we're open sourcing http://open-agents.dev, a reference platform for cloud coding agents. You've heard that companies like Stripe (Minions), Ramp (Inspect), Spotify (Honk), Block (Goose), and others are building their own "AI software factories". Why? 1οΈβ£ On a technical level, off-the-shelf coding agents don't perform well with huge monorepos, don't have your institutional knowledge, integrations, and custom workflows. 2οΈβ£ On a business level, the moat of software companies will shift from 'the code they wrote', to the 'means of production' of that code. The alpha is in your factory. Open Agents deploys to our agentic infrastructure: Fluid for running the agent's brain, Workflow for its long-running durability, Sandbox for secure code execution, AI Gateway for multi-model tokens. (Because of our focus on Open SDKs and runtimes, this codebase is a gem even if you're not hosting on Vercel.) TL;DR: if you're building an internal or user-facing agentic coding platform, deploy this: https://vercel.com/templates/template/open-agents
Protip: Create an X group chat with your best and most demanding customers. Put your engineering leads in said group chat. Respond and ship quickly. Face the music. We have one going for @v0. DM if you want to be a part of it and are committed to sharing excellent feedback.
Vercel Sandbox is now the #1 fastest microVM-based Sandbox. Weβve also heard from customers migrating that beyond βin the labβ benchmarks, our real-world performance & reliability are second-to-none. Literally. Whether itβs π¦ claws, coding agents, or plain compute parallelism, we think this is the foundation of the new world. Enjoy!
Vercel Sandboxes are now the fastest sandbox using real VMs as security boundary based on the @computesdk benchmark. The team has been absolutely cooking on this. And the best thing: Because we have a unified Fluid Compute stack across Sandbox, Builds, and Functions these wins
π¦ + β²
Crazy hack for @openclaw - stop using your direct Provider API key and switch to @vercel AI Gateway instead. It just works so much better and gives you ridiculous flexibility. Absolute game-changer. Massive thanks to @rauchg and the Vercel team - this service is next-level.
View quoted postAgentic Infrastructure is the future of the cloud β For coding agents If you use Claude Code, Codex, Cursor, you need infra that 'clicks' for your agents, not just devs. β‘ To deploy agents Pages β Agents. Long-running compute, sandboxes, and our token delivery network are the building blocks of this new kind of software. β’ Itself an agent Vercel is beloved because it's self-configuring (serverless). Add to that: self-healing, self-optimizing, self-securing. The agent holds the pager. β It's a triple-entendre that works. I highly recommend the read. Agentic Infrastructure will make existing companies more efficient and support the next generation of AI-native startups.
In 3 months, weekly deployments on Vercel have doubled. 30% are triggered by agents (up 1000% in 6 months). Agents are writing software that uses AI, and agents are building agents. Infrastructure must become agentic itself. That's what we're building. https://vercel.com/blog/agentic-infrastructure
View quoted postThis is remarkable. One πππ‘ ππππππ ππππ every second Gives a sense of the scale of new software creation
A new shadcn/ui app is created every second. Every single second.* *Not counting AI-generated apps, v0, or third-party init. Just someone, somewhere, running shadcn init in a terminal every second.
AI Gateway is quite literally a βpeace of mindβ product: β No downtime β No lock-in β No keys π No training
AI Gateway now supports team-wide Zero Data Retention (ZDR). Building safely with multiple AI models means wrestling with fragmented data policies, per-provider negotiations, and the hope that developers do not use non-complaint providers. AI Gateway changes this with team-wide
View quoted postThe best outcome for humanity is many strong AIs competing for the top spot. Vercel is proudly powering http://meta.ai and the infrastructure that made today's model release possible.
1/ today we're releasing muse spark, the first model from MSL. nine months ago we rebuilt our ai stack from scratch. new infrastructure, new architecture, new data pipelines. muse spark is the result of that work, and now it powers meta ai. π§΅
The web's brightest days are ahead. 1οΈβ£ The web is AI's natural medium. LLMs are proficient in web tech. The browser is now everyone's IDE. No 'App Store' bs. 2οΈβ£ As we approach coding superintelligence, powerful low-level web APIs are maturing: WebGPU, HTML in Canvas, WebAssembly. The performance ceiling of the web will vanish, and you'll witness the most impressive, whimsical, and multi-dimensional pages and apps. 3οΈβ£ Generative UI is AI's final form. The web will be the birthplace of "AGUI". Each hyperlink providing a just-in-time, beautifully personalized experience. If you bet on the web, you bet on the right horse.
Always a pleasure to speak at @ycombinator. More bullish than ever. Exceptional founders. Best city, best time, best opportunity to build in generations.
The @vercel team is always listening and engaging with customers on @x. We shape the product as a result of these conversations. Vercel gives us the velocity to ship, X gives us a nonstop stream of user feedback. Thanks @simhskal & @riyvir!
I'm so impressed by the @vercel team. Last weekend I told @rauchg that more clarity around billing would give me peace of mind and they've already shipped an update to address it. Creative tools should help you focus on creating so Vercel is quickly becoming a really important
View quoted postCreated a flag on the moon based with hyper-realistic physics with @v0: http://v0-moon-flag.vercel.app. The flag is simulated as a grid of particles connected by springs (cloth simulation). It's influenced by gravity, wind, air resistance. The initial approach v0 one-shotted was quite simplistic, but giving it references to more sophisticated approaches in C++ and Rust quickly improved it. It was mind-blowing it to see it deeply understand the physics and port new ideas across languages. It simulated a real sun for lighting, and procedurally generated moon-like terrain with craters. I found a sick free texture on Reddit that I uploaded and it layered on top. Another epic moment was watching it improve performance. It seamlessly moved the physics simulation to a Web Worker. (Kinda cool to see given we just improved support for them in Turbopack π)
RTβGreg Brockman ship your app to Vercel with Codex: Original tweet: https://x.com/gdb/status/2040463585088794740
Go from project setup to deployment with the @Vercel plugin in the Codex app.
View quoted postVercel signups are growing at 52% MoM (up from 23%, up from 17%)
When Opus 4.5 came out, it was a one-way door to a new way of engineering. Agents now do most of our coding. Knowing the inherent flaws and over-confidence of LLMs, we sent a clear message to our teams. Vibing and mission-critical infrastructure donβt go together. Weβre sharing some of our early internal guidance in how weβre βagenting responsiblyβ, prioritizing security, durability, and availability at all times. https://vercel.com/blog/agent-responsibly
Some people have been contemplating an idea for years, maybe decades. Obsessing, attempting, discarding, agonizing, retrying. Some of these ideas are unpopular, niche, impractical. Not obviously capitalizable. They live on in the inventor's mind. In 2026, millions of these ideas will come to life thanks to superintelligent coding agents. AI doesn't get tired. It amplifies the individual, and for better and sometimes for worse, it always takes you seriously. "Great idea. Splendid. Wow. You're absolutely right." A world of digital wonders awaits us. This world will disproportionally disfavor the boldest ideas. Software that once seemed impossible will be one hyperlink away. I can't wait to see it.
Hiring engineers with 5 years of experience in @ππππππππ/ππππππ‘π to create the web rendering toolkit of the future
Vercel team left their mark on wonderful Arizona this week for our company offsite πΊπΈπ So excited to push the frontier with such amazing colleagues and friends
I can finally ship the text layout of my dreams
My dear front-end developers (and anyone whoβs interested in the future of interfaces): I have crawled through depths of hell to bring you, for the foreseeable years, one of the more important foundational pieces of UI engineering (if not in implementation then certainly at
View quoted postThe nΜΆeΜΆtΜΆwΜΆoΜΆrΜΆkΜΆ agent is the computer
RTβMarc Lou Founders who build profitable startups use NextJS + TailwindCSS + PostgreSQL n=200 Original tweet: https://x.com/marclou/status/2037548206427632043
Agents need computers Your agentsβ performance improves with their freedom to call tools, install, write, run & debug software (and deploy via ππππππ CLI!) But a computer without persistence is not a very good one. Vercel Sandbox fixes this: ππππ them, we do the rest
Vercel Sandboxes can now automatically save their filesystem state when stopped and restore it when resumed. Automated persistence enable your sandboxes to continue where agents left off, without manually snapshotting. Available in beta β https://vercel.com/changelog/vercel-sandbox-persistent-sandboxes-beta
View quoted post10 minutes with @rohdeali. I love this format