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

B
Blog
C
Check Point Blog
The GitHub Blog
The GitHub Blog
Y
Y Combinator Blog
SecWiki News
SecWiki News
有赞技术团队
有赞技术团队
Latest news
Latest news
D
DataBreaches.Net
Blog — PlanetScale
Blog — PlanetScale
Project Zero
Project Zero
H
Help Net Security
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
G
GRAHAM CLULEY
Engineering at Meta
Engineering at Meta
T
Threat Research - Cisco Blogs
腾讯CDC
P
Proofpoint News Feed
L
LINUX DO - 热门话题
C
Cisco Blogs
P
Palo Alto Networks Blog
Vercel News
Vercel News
P
Privacy International News Feed
爱范儿
爱范儿
Scott Helme
Scott Helme
L
Lohrmann on Cybersecurity
MyScale Blog
MyScale Blog
K
Kaspersky official blog
B
Blog RSS Feed
美团技术团队
Microsoft Security Blog
Microsoft Security Blog
O
OpenAI News
博客园 - 叶小钗
量子位
T
Tenable Blog
C
Cybersecurity and Infrastructure Security Agency CISA
J
Java Code Geeks
Application and Cybersecurity Blog
Application and Cybersecurity Blog
Hacker News: Ask HN
Hacker News: Ask HN
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
L
LINUX DO - 最新话题
F
Fortinet All Blogs
N
News | PayPal Newsroom
The Hacker News
The Hacker News
C
CXSECURITY Database RSS Feed - CXSecurity.com
cs.CV updates on arXiv.org
cs.CV updates on arXiv.org
博客园 - 【当耐特】
N
News and Events Feed by Topic
V
Visual Studio Blog
Google DeepMind News
Google DeepMind News
Last Week in AI
Last Week in AI

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
GitHub - cloakward/cloak: Local vault for AI agents. Use API keys without exposing raw stored keys to the model.
VarunMenon · 2026-06-21 · via Hacker News - Newest: "AI"

Stop pasting API keys into your AI.
Cloak lets your agents use your keys without ever seeing them.

SLSA L3 Apache-2.0

A Cloak demo showing an agent use a Stripe key by name without seeing the key value

An agent using your Stripe key without ever seeing it. The model only handled the name; the value never left Cloak. Watch in HD.

Hand an AI agent an API key and you've handed it to the model: its context, its provider's logs, and anyone who can read them. One prompt injection and the key walks out the door.

Cloak keeps your keys in an encrypted vault on your machine, where your agent can use them but never read them. It asks Cloak to make the call, Cloak attaches the key and returns only the result, and the value never enters the model.

  • No read_secret tool. The agent can list, sign, proxy, and mint. It cannot read a stored value.
  • Allowlisted by default. A key reaches a host only if you approved it.
  • Local only. No account, no cloud, no telemetry.
  • Signed releases. macOS-notarized, cosign-signed, SLSA L3-attested.
▶ See the full flow: store a key, then let an agent use it

Store an API key in Cloak's encrypted vault, then let an agent use it without the model ever seeing the key

Quickstart

macOS (arm64/x64) and Linux (x64 glibc):

brew install cloakward/cloak/cloak
cloak setup                     # creates the vault, starts the daemon, connects your AI clients
cloak import .env               # pull every key you already have into the encrypted vault

That works for any secret: an LLM key, a payments key, a cloud credential, a git token. Add them one at a time instead with cloak add OPENAI_API_KEY.

Every secret starts denied. Allow each key to reach a host with one command, applied live with no daemon restart:

cloak allow OPENAI_API_KEY api.openai.com
cloak allow STRIPE_SECRET_KEY api.stripe.com
cloak policy                    # see what each key can reach

Prefer a file? The same rules live in policy.toml, one [[secrets]] block per secret. Remove a host with cloak deny.

Your agent can now use any of them, in plain English. One worked example:

You: test my checkout: create a $50 Stripe PaymentIntent with pm_card_visa and confirm it succeeded.

The agent calls proxy_authenticated_http_request. Cloak attaches STRIPE_SECRET_KEY, sends the request to Stripe, and returns only the result. This is a real one, captured in test mode:

proxy_authenticated_http_request  →  POST https://api.stripe.com/v1/payment_intents

Status 200
{
  "id": "pi_3ThFkTKCZ65x2cgg0rzmsrj3",
  "amount": 5000,
  "amount_received": 5000,
  "currency": "usd",
  "livemode": false
}

A real $50 charge went through. The STRIPE_SECRET_KEY that authorized it, which can refund every charge and drain the account, appears nowhere in what the model received.

cloak setup connects Claude Desktop, Claude Code, Cursor, Windsurf, Zed, Continue.dev, and Codex that it finds installed. The quickstart covers Linux, Docker, and the Claude Desktop extension.

How it works

Three pieces:

  • cloak: the CLI you use to add and manage secrets.
  • cloakd: a local daemon that holds the keys and does the privileged work.
  • cloak-mcp: the MCP server your AI client connects to.

Your agent calls a tool on cloak-mcp. cloakd checks your policy, attaches the secret only for the allowed request, and returns the result. The stored key never reaches the agent or model.

What it protects (and what it doesn't)

Cloak stops your long-lived key from leaking. It does not make a hijacked agent harmless: a minted token or a proxied response still goes to the agent, and an agent can still misuse the access you allowlisted. It is built for a single-user machine; root and compromised hosts are out of scope. The threat model is honest about the rest.

Documentation

License

Apache-2.0. See LICENSE.