惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

Cyberwarzone
Cyberwarzone
V
Vulnerabilities – Threatpost
T
Tenable Blog
Forbes - Security
Forbes - Security
Simon Willison's Weblog
Simon Willison's Weblog
AWS News Blog
AWS News Blog
G
GRAHAM CLULEY
Know Your Adversary
Know Your Adversary
S
Securelist
C
Cybersecurity and Infrastructure Security Agency CISA
Project Zero
Project Zero
C
CXSECURITY Database RSS Feed - CXSecurity.com
V
Visual Studio Blog
WordPress大学
WordPress大学
Latest news
Latest news
K
Kaspersky official blog
T
Tailwind CSS Blog
T
Threat Research - Cisco Blogs
B
Blog RSS Feed
C
Cisco Blogs
博客园 - 聂微东
Martin Fowler
Martin Fowler
T
The Blog of Author Tim Ferriss
小众软件
小众软件
L
LangChain Blog
阮一峰的网络日志
阮一峰的网络日志
L
LINUX DO - 热门话题
Stack Overflow Blog
Stack Overflow Blog
罗磊的独立博客
P
Proofpoint News Feed
CTFtime.org: upcoming CTF events
CTFtime.org: upcoming CTF events
P
Privacy International News Feed
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
C
CERT Recently Published Vulnerability Notes
Cisco Talos Blog
Cisco Talos Blog
S
SegmentFault 最新的问题
Security Latest
Security Latest
Y
Y Combinator Blog
爱范儿
爱范儿
aimingoo的专栏
aimingoo的专栏
P
Privacy & Cybersecurity Law Blog
L
LINUX DO - 最新话题
月光博客
月光博客
The GitHub Blog
The GitHub Blog
博客园 - 三生石上(FineUI控件)
S
Security Affairs
P
Proofpoint News Feed
D
DataBreaches.Net
有赞技术团队
有赞技术团队
云风的 BLOG
云风的 BLOG

Hacker News - Newest: "AI"

AI can't read an investor deck AI as an attorney? Student uses ChatGPT, Gemini to sue UW over alleged racial discrimination Hacking MCP Servers in AI Systems – The Rug Pull: Tool Changes After Approval GitHub - MeepCastana/KubeezCut: Free Web based video editor GitHub - GenAI-Gurus/awesome-eu-ai-act: Curated tools, official sources, OSS, templates, and guides for EU AI Act compliance. Can AI judge journalism? A Thiel-backed startup says yes, even if it risks chilling whistleblowers Coming soon: 10 Things That Matter in AI Right Now DARPA built an AI to fact-check enemy weapons claims What explains heterogeneity in AI adoption? When AI Meets Muscle: Context-Aware Electrical Stimulation Promises a New Way to Guide Human Movements - Department of Computer Science AI Changed How We Build. It Did Not Change What Matters. Linux rules on using AI-generated code - Copilot is OK, but humans must take 'full responsibility for the… Meta spins up AI version of Mark Zuckerberg to engage with employees Code Mode: Let Your AI Write Programs, Not Just Call Tools | TanStack Blog GitHub - Delavalom/graft: Go framework for building AI agents. Type-safe tools, multi-provider (OpenAI, Anthropic, Gemini, Bedrock), zero vendor SDKs. India's TCS tops estimates, says new AI models did not dent services demand Gen Z's fading AI hype Strong feeling: we are in a folded AI reality GitHub - machinarii/total-recall-catalog: A reference catalog of latest knowledge retrieval, memory & RAG systems GitHub - mensfeld/code-on-incus: Give each AI agent its own isolated machine with root, Docker, and systemd. Active defense detects and stops threats automatically.. Quantization, LoRA, and the 8% Problem: Benchmarking Local LLMs for Production AI Iran war: We spoke to the man making Lego-style AI videos that experts say are powerful propaganda Powell, Bessent discussed Anthropic's Mythos AI cyber threat with major U.S. banks GitHub - immartian/bellamem: Persistent belief-graph memory for AI agents. Retrieves decisive context by importance — not recency, not RAG, not /compact. recursive-mode: The Repo-Native Operating System for AI Engineering After the attack on Sam Altman's home, will AI CEO's go on the offensive? The biggest advance in AI since the LLM Opus 4.6 vs GPT 5.4 One Prompt Unity World Generation Test “AI polls” are fake polls Client Challenge Can AI be a 'child of God'? Inside Anthropic's meeting with Christian leaders How to Switch AI Chatbots and Why You Might Want To GitHub - MattMessinger1/agentic_refund_guardrail: Safe refund policy layer for AI agents — Python + TypeScript. Same behavior, shared tests. Adam/papers/emergent_values_whitepaper.md at master · strangeadvancedmarketing/Adam Ask HN: How do you stop playing 20 questions with your AI coding tools How far can automation and AI support psychotherapy? - @theU GitHub - stagas/rtdiff: realtime git diff gui and AI-assisted commits A Mac Studio for Local AI — 6 Months Later A History of the Early Years of AI at the University of Edinburgh Why AI Coding Tools Still Feel Stuck on Localhost MSN AI Datacenters Are Becoming Strategic Targets twitter.com Penn Researchers Use AI to Surface Unreported GLP-1 Side Effects in Reddit Posts Show HN: MoodSense AI (ML and FastAPI and Gradio, Deployed on Hugging Face) Moodsense Ai - a Hugging Face Space by aman179102 AI models are terrible at betting on soccer—especially xAI Grok GitHub - xialeistudio/echoic GitHub - HimashaHerath/github-dev-wrapped: AI-powered weekly GitHub activity reports deployed to GitHub Pages GitHub - alejandrobalderas/claude-code-from-source: Architecture, patterns & internals of Anthropic's AI coding agent — reverse-engineered from source maps AI and Tech brief: Ireland ascendant GitHub - Titovilal/context0: Context0 - Never Surrender Training for a Marathon with an AI Coach: What Worked and What Didn't Cyber Pulse: Agentic Intel - Apps on Google Play I Built an AI PR Reviewer That Catches Bugs by Not Looking for Bugs Gen Z workers are so fearful AI will take their job they’re intentionally sabotaging their company’s AI rollout | Fortune How AI Is Reimagining the Game of Golf–For Both Players and Courses GitHub - nattergabriel/reseed: A CLI tool for managing and distributing agent skills across projects Is SVG the final frontier? My AI workflow evolved from prompts to a near-autonomous workflow MLSharp Help - 3DGS Viewer & Generator I put my cognitive field based AI's runtime on GitHub Is Numble the first AI-proof game? A3: Kubernetes for autonomous AI agent fleets | Emergent Principles Deepali Vyas ("The Elite Recruiter") GitHub - msmarkgu/RelayFreeLLM: A restful API designed to route user prompts to various AI model providers. Unionized ProPublica staff are on strike over AI, layoffs, and wages Unleashing the Advantage of Quantum AI We're heading for an AI-fueled 'dementia crisis,' brain scientist warns The AI-Assisted Breach of Mexico's Government Infrastructure [pdf] GitHub - stef41/lmscan: 🔍 Detect AI-generated text and fingerprint which LLM wrote it. Open-source GPTZero alternative. Zero dependencies, works offline. MSN GitHub - visionscaper/collabmem: Enabling long-term collaboration with Agentic AI - building up episodic and world model memory over time with in-context awareness We gave an AI a 3 year retail lease in SF and asked it to make a profit | Andon Labs AI Code is Hollowing Out Open Source, and Maintainers are Looking the Other Way What leaked "SteamGPT" files could mean for the PC gaming platform's use of AI AI is the boss at this retail store. What could go wrong? GitHub - Wuzu11517/agentic-proxy: Local proxy meant to help reduce With Drones, Geophysics and ArtificiaI Intelligence, Researchers Prepare to Do Battle Against Land Mines A Single Operator, Two AI Platforms, Nine Government Agencies: The Full Technical Report 在 Steam 上购买 FriedrichAI: Offline AI 立省 10% GitHub - inevolin/resume-cli: Hit Claude usage limits? Resume any AI coding session elsewhere. Switch tools at zero friction. GitHub - atripati/ark: AI Runtime Kernel — a context operating system for AI agents. Eliminates tool bloat, loads only what’s needed, and gives LLMs their reasoning space back. How to Build a Secure AI PR Reviewer with Claude, GitHub Actions, and JavaScript This Startup Wants You to Pay Up to Talk With AI Versions of Human Experts Intel Arc Pro B70 Brings 32GB VRAM to Local AI for $949 WordPress 7.0: The Good, the AI, and the Still Missing AI on the couch: Anthropic gives Claude 20 hours of psychiatry IatroBench: Pre-Registered Evidence of Iatrogenic Harm from AI Safety Measures AI Agents Know About Supabase. They Don't Always Use It Right. The history and future of AI at Google, with Sundar Pichai Inside an AI‑enabled device code phishing campaign How Meta Used AI to Map Tribal Knowledge in Large-Scale Data Pipelines AI for Systems: Using LLMs to Optimize Database Query Execution Forecasting the Economic Effects of AI Introducing Tinker: Play with AI, bring your ideas to life AI sheds light on an ancient gaming mystery People really hate AI but not as much as Iran—or Democrats | Fortune What is an AI Product Engineer? Phoebe Gates wants her $185 million AI startup to succeed with 'no ties to my privilege or my last name': 'I have a chip on my shoulder' | Fortune
Temporary Cloudflare Accounts for AI agents
Sid ChatterjeeCelso MartinhoBrendan Irvine-Broque · 2026-06-19 · via Hacker News - Newest: "AI"

2026-06-19

4 min read

Everyone's writing code with AI agents today. But the moment an agent needs to deploy something — and needs to sign up and create an account — it slams face-first into a wall built for humans: a browser-based OAuth flow, a dashboard to click through, an API token to copy-paste, a multi-factor authentication prompt to satisfy. For an interactive copilot sitting next to a developer, that's annoying. For a background agent, it's a hard stop.

Today we're rolling out Temporary Cloudflare Accounts for Agents.

Agents can now deploy websites, APIs, and agents right away, without first needing to sign up for an account.

Any agent can now run wrangler deploy --temporary and deploy a Worker to Cloudflare. This temporary deployment stays live for 60 minutes, during which time you can claim the temporary account, making it permanently your own. If you don't, it expires on its own.

Our goal? Let your agent code and ship.

Why frictionless deployments matter for AI agents

Frictionless temporary accounts matter more than it might first seem:

  • Background AI sessions have no human in the loop, and are becoming the norm. Any auth step that needs a browser, a copy-paste, or "click here in 60 seconds" means an agent gets stuck and may choose to deploy elsewhere.

  • Trial-and-error is the agent's superpower. Agents need a tight write → deploy → verify loop. They need cheap, throwaway deployment targets, so they can curl their own output and decide whether they got it right.

  • Agent platforms are building their own ways for deploying code to "just work" without extra steps or credentials. People are starting to expect that this process just works, without the need to sign up for other services that they've not used before or heard of.

How it works

Temporary accounts are built around Wrangler, our Developer Platform command-line interface (CLI) tool that lets developers bootstrap new projects, manage their configurations and resources, and deploy and update them.

Wrangler usage is widely documented online and agents know how to use it very well. But if you hadn’t yet signed in and granted Wrangler permission to your Cloudflare account, when the agent tried to deploy, it would get stuck at the sign-up and authentication step. And you might rightly ask: How do agents and LLMs know that this new --temporary flag in Wrangler exists, so that they actually use it without a human explicitly telling them to do so?

To solve this, we updated Wrangler to prompt the agent with a message that tells it about the --temporary flag:

When the agent discovers this, and then runs wrangler deploy again with the --temporary flag, Cloudflare provisions a temporary account for the agent to use, gives Wrangler an API token to work with, and provides a claim URL that the agent can give back to the human.

Let’s go over every step of the flow

Deploying and iterating on a new project

Make sure you’re using the latest Wrangler release, fire up your favorite coding agent, and write a prompt to deploy a "hello world" app in build mode:

Make a very simple hello world Cloudflare Worker in TypeScript and deploy it using wrangler, don't ask me questions, do the best you can

The agent will run wrangler, pick up the --temporary flag from the output messages, build your script, and deploy it instantly, no human in the loop required:

As you can see, the agent wrote the script, deployed it using the --temporary flag, curled the preview link it got from the output, and verified that the result matches the code.

This is great, but agentic coding is often not about one single deployment. A session can go through a cycle of multiple code changes. This is not a problem: the agent can iterate on the Worker script and redeploy the changes as many times as it wants (within the 60-minute claim window). Type this prompt:

Now change hello world to "hello cloudflare" and redeploy

Look at the agent changing the source code, reusing the previously created temporary account, redeploying a new version and rechecking the result:

Claiming the account

At any point, you can claim the temporary account and make it yours permanently. When you click the claim link you will be taken to a page where you can either sign up for or sign in to Cloudflare, and then claim the temporary account that your Worker was deployed to. This includes claiming not just Workers, but resources like databases and other bindings, too.

If you do not claim these temporary accounts within 60 minutes, they will be automatically deleted.

The road to frictionless agentic deployments 

This is just one way we’re eliminating the signup barrier for agents. We recently announced a partnership with Stripe and a new protocol we co-designed that lets agents provision Cloudflare on behalf of their users — creating an account, starting a subscription, registering a domain, and getting an API token to deploy code, with no copy-pasting tokens or entering credit card details. Last month, we collaborated with WorkOS on the launch of auth.md, which anyone can adopt, to let agents provision new accounts using well-established, existing OAuth standards. 

There’s a ton going on in this space, and we’re excited to keep making it easier for agents to use Cloudflare, and for developers to make their own apps agent-ready. Temporary accounts are one more step toward frictionless agentic deployments — stay tuned for more. 

Temporary accounts have some limitations, and their capabilities may change over time; check the developer documentation for more information and then go build something. Point your agent at Cloudflare, see how far it gets, and tell us what we can improve or what delights you — share what you’ve built on X or hop into the Cloudflare Community.

AgentsWranglerAICloudflare Workers