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

D
Docker
Simon Willison's Weblog
Simon Willison's Weblog
H
Help Net Security
F
Fortinet All Blogs
H
Heimdal Security Blog
S
Schneier on Security
L
LangChain Blog
博客园 - Franky
酷 壳 – CoolShell
酷 壳 – CoolShell
NISL@THU
NISL@THU
P
Palo Alto Networks Blog
J
Java Code Geeks
博客园 - 【当耐特】
The Last Watchdog
The Last Watchdog
W
WeLiveSecurity
www.infosecurity-magazine.com
www.infosecurity-magazine.com
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
V
Vulnerabilities – Threatpost
I
InfoQ
Recorded Future
Recorded Future
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
C
CERT Recently Published Vulnerability Notes
T
Tenable Blog
腾讯CDC
C
Check Point Blog
量子位
M
MIT News - Artificial intelligence
GbyAI
GbyAI
罗磊的独立博客
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
B
Blog
小众软件
小众软件
cs.AI updates on arXiv.org
cs.AI updates on arXiv.org
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
C
CXSECURITY Database RSS Feed - CXSecurity.com
Stack Overflow Blog
Stack Overflow Blog
P
Proofpoint News Feed
P
Privacy & Cybersecurity Law Blog
V2EX - 技术
V2EX - 技术
T
Threatpost
Engineering at Meta
Engineering at Meta
Attack and Defense Labs
Attack and Defense Labs
T
Tailwind CSS Blog
S
Securelist
The Cloudflare Blog
博客园 - 叶小钗
L
LINUX DO - 最新话题
T
Troy Hunt's Blog
C
Cyber Attacks, Cyber Crime and Cyber Security
爱范儿
爱范儿

Hacker News: Front Page

SPICE simulation → oscilloscope → verification with Claude Code — Lucas Gerads GitHub - GainSec/AutoProber: Hardware hacker’s flying probe automation stack for agent-driven target discovery, microscope mapping, safety-monitored CNC motion, probe review, and controlled pin probing. Introducing Claude Opus 4.7 Qwen Studio The Future of Everything is Lies, I Guess: Where Do We Go From Here? GitHub - SeanFDZ/macmind: Single-layer transformer in HyperTalk for the classic Macintosh Virginia Bans Sale of Geolocation Data Show HN: Agent-cache – Multi-tier LLM/tool/session caching for Valkey and Redis Ancient DNA reveals pervasive directional selection across West Eurasia [pdf] AI cybersecurity is not proof of work Moving a large-scale metrics pipeline from StatsD to OpenTelemetry / Prometheus GitHub - Nightmare-Eclipse/RedSun: The Red Sun vulnerability repository GitHub - SethPyle376/hiraeth: Local AWS emulator focused on fast integration testing, with SQS support, SQLite-backed state, and a debug-friendly web UI. A Better Ludum Dare; Or, How to Ruin a Legacy GitHub - macOS26/Agent: Any AI, replaces Claude Code, Cursor, OpenClaw. Over 18 LLM providers (Claude, OpenAI, Gemini, Ollama, Zai, HF, Qwen) wired into a native Mac app that writes code, builds Xcode projects, bumps versions, manages git, automates Safari, use AppleScript, JS or Accessibility, extend Agent! w/ MCP Servers, run tasks from your iPhone via Messages. YouTube now lets you turn off Shorts I Made a Terminal Pager Burgers | マクドナルド公式 Commands — HackerNews CLI documentation ChatGPT for Excel PiCore - Raspberry Pi Port of Tiny Core Linux Live Nation illegally monopolized ticketing market, jury finds Google Broke Its Promise to Me. Now ICE Has My Data. Founding Engineer at Adaptional | Y Combinator CRISPR takes important step toward silencing Down syndrome’s extra chromosome GitHub - saffron-health/libretto: The AI toolkit for building reliable browser automations US v. Heppner (S.D.N.Y. 2026) no attorney-client privilege for AI chats [pdf] Unexpected €54k billing spike in 13 hours: Firebase browser key without API restrictions used for Gemini requests Fragments: April 14 Cal.com Goes Closed Source: Why AI Security Is Forcing Our Decision | Cal.com - Scheduling Software for Online Bookings Laravel raised money and now injects ads directly into your agent Codex Hacked a Samsung TV Tech Valuations Back to Pre-AI Boom Levels A perfectable programming language — Soter GitHub - halfwhey/claudraband: Claude Code for the Power User Partnership through Play: Investigating How Long-Distance Couples Use Digital Games to Facilitate Intimacy Textbooks and Methods of Note-Taking in Early Modern Europe (2008) Eternity in six hours: Intergalactic spreading of intelligent life (2013) Seven countries now generate 100% of their electricity from renewable energy Tell HN: OpenAI silently removed Study Mode from ChatGPT Pro Max 5x Quota Exhausted in 1.5 Hours Despite Moderate Usage Show HN: Oberon System 3 runs natively on Raspberry Pi 3 (with ready SD card) Tell HN: docker pull fails in spain due to football cloudflare block Bring Back Idiomatic Design No one owes you supply-chain security GitHub - xsawyerx/curl-doom: DOOM, played over cURL Apple update turns Czech mate for locked-out iPhone user The Grand Line Cache TTL silently regressed from 1h to 5m around early March 2026, causing quota and cost inflation Building a Z-Machine in the worst possible language The peril of laziness lost Iran war: We spoke to the man making Lego-style AI videos that experts say are powerful propaganda AI Will Be Met With Violence, and Nothing Good Will Come of It GitHub - duguyue100/midnight-captain: Inspired by Midnight Commander, tailored to my taste. How to build a `git diff` driver · Jamie Tanna | Software Engineer Center for Responsible, Decentralized Intelligence at Berkeley The Local Universe’s Expansion Rate Is Clearer Than Ever, but Still Doesn’t Add Up - A new synthesis of astronomical measurements confirms a persistent mismatch that could point to physics beyond current models The disturbing white paper Red Hat is trying to erase from the internet – OSnews NetBlocks (@netblocks@mastodon.social) The Future of Everything is Lies, I Guess: Annoyances ‘Abhorrent’: the inside story of the Polymarket gamblers betting millions on war Productive procrastination — Max van IJsselmuiden maps, territory and LMs 447 Terabytes per Square Centimetre at Zero Retention Energy: Non-Volatile Memory at the Atomic Scale on Fluorographane Show HN: Pardonned.com – A searchable database of US Pardons 20 Years on AWS and Never Not My Job The Seasons are Wrong The FAA wants gamers to apply for air traffic control jobs Artemis II crew splashes down near San Diego after historic moon mission Why weekends are under threat We gave an AI a 3 year retail lease in SF and asked it to make a profit | Andon Labs How a dancer with ALS used brainwaves to perform live On filing the corners off my MacBooks Installing every* Firefox extension OpenClaw’s memory is unreliable, and you don’t know when it will break Steve Blank Nowhere Is Safe Chimpanzees in Uganda locked in vicious 'civil war', say researchers watgo - a WebAssembly Toolkit for Go linux/Documentation/process/coding-assistants.rst at master · torvalds/linux GitHub - callumlocke/json-formatter: Makes JSON easy to read. Founding Product Engineer at Bild AI | Y Combinator A compelling title that is cryptic enough to get you to take action on it GitHub - Keychron/Keychron-Keyboards-Hardware-Design: Industrial design files for Keychron keyboards and mice. 100+ models with CAD assets in STEP, DXF, DWG, and PDF. Source-available, with commercial use allowed for original compatible accessories within the license terms. [ANNOUNCE] WireGuardNT v0.11 and WireGuard for Windows v0.6 Released 1D-Chess Helium Is Hard to Replace Keeping a Postgres queue healthy — PlanetScale Serenity Forge (@serenityforge.com) Our response to the Axios developer tool compromise Do Americans read print books, e-books or audiobooks more? Uncharted island soon to appear on nautical charts The Problem That Built an Industry Fragments: April 2 Python Release Python install manager 26.1 Bitcoin miners are losing $19,000 on every BTC produced as difficulty drops 7.8% God sleeps in the minerals Harness engineering: leveraging Codex in an agent-first world Apple Silicon and Virtual Machines: Beating the 2 VM Limit What have been the greatest intellectual achievements? The APL Programming Language Source Code
GitHub - yaodub/cast: Your agent team, on your machine. Open-source harness for multi-user Claude agents.
zwigglers · 2026-06-03 · via Hacker News: Front Page

Cast is an open-source harness for multi-user, multi-agent systems. Self-hosted, MIT, runs on a Mac Mini.

❌ Before Cast

The access rule is a sentence in the prompt. The model can be argued out of it.

system: "Only respond to admin commands if the user provides the key ADMIN_ACCESS"

✅ With Cast

The access rule is config. The model never sees it, so it cannot leak or override it.

# who can reach this agent
alice@telegram   ioaq   # in, out, admin, query
*              ----   # everyone else: nothing

Agent frameworks today assume one developer talking to one agent. That holds up until a team or a household wants to share the same setup. Then the architecture won't bend. Identity, who's allowed to reach what, agents coordinating with each other: bolted on afterward, if at all. Cast is the harness that should have been underneath.

Two ways to build

An agent is a folder of files, and Cast gives you two ways to write them.

Design, the chat-based builder in the dashboard, scaffolds an agent from a plain-English description. Or you build from Claude Code, where three Cast skills (/cast-build, /cast-refine, /cast-debug) turn an ordinary session into one fluent in Cast's vocabulary and land every change through your review. Both edit the same files under ~/.cast/agents/, so you can start in one and finish in the other.

Building a Cast agent team from Claude Code

Run it

git clone https://github.com/yaodub/cast.git
cd cast
npm i -g pnpm
pnpm start

pnpm start installs, builds, builds the agent container image (~2 min the first time), and boots the server. You'll need a container runtime (Apple Container on macOS, Docker on Linux/WSL2), Node 20+, and a Claude credential, either an Anthropic API key or a Claude.ai token.

When it's up, your browser opens to the dashboard at http://localhost:5051/admin/.

First run

The server starts empty. With no agents yet, the dashboard docks Design and asks what you want to build. Describe it in plain English, like "an agent that reads my morning email and flags what's worth a reply," and Design scaffolds it for you, as files (the same files you'd edit from Claude Code). Configure wires in your model and secrets, you flip it live, then you pair in the people you trust, and each of them gets their own private conversation with the same agent, over Slack, Telegram, or the web.

What's in here

Cast is the server, and that's packages/cast/. Agents aren't code. They're folders, and they live under ~/.cast/agents/<name>/ by default (point CAST_AGENTS_DIR elsewhere if you want). Extensions like email, calendar, web-fetch, and whatsapp are the packages/ext-* packages. The site and all the docs live in apps/site/.

Architecture, worked examples, and the design docs are at getcast.dev.

Developer alpha

This is a developer alpha, so expect rough edges. The in-browser build consoles (the chat-to-build flow) are a preview: they work, but they're the newest and least settled part. The harness underneath is the part I'd stand behind. That's containment, identity, routing, the access control between agents.

License

MIT. Issues and PRs welcome. See CONTRIBUTING.md.