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

雷峰网
雷峰网
D
Darknet – Hacking Tools, Hacker News & Cyber Security
P
Proofpoint News Feed
Spread Privacy
Spread Privacy
C
Cisco Blogs
L
Lohrmann on Cybersecurity
宝玉的分享
宝玉的分享
I
Intezer
aimingoo的专栏
aimingoo的专栏
Cisco Talos Blog
Cisco Talos Blog
The Register - Security
The Register - Security
GbyAI
GbyAI
C
CERT Recently Published Vulnerability Notes
Apple Machine Learning Research
Apple Machine Learning Research
U
Unit 42
Cyberwarzone
Cyberwarzone
爱范儿
爱范儿
I
InfoQ
博客园_首页
让小产品的独立变现更简单 - ezindie.com
让小产品的独立变现更简单 - ezindie.com
量子位
P
Palo Alto Networks Blog
Microsoft Azure Blog
Microsoft Azure Blog
H
Hackread – Cybersecurity News, Data Breaches, AI and More
有赞技术团队
有赞技术团队
T
Tailwind CSS Blog
腾讯CDC
阮一峰的网络日志
阮一峰的网络日志
NISL@THU
NISL@THU
T
Threatpost
T
The Blog of Author Tim Ferriss
云风的 BLOG
云风的 BLOG
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
S
Schneier on Security
Security Latest
Security Latest
Martin Fowler
Martin Fowler
H
Help Net Security
小众软件
小众软件
The Hacker News
The Hacker News
Know Your Adversary
Know Your Adversary
博客园 - 司徒正美
人人都是产品经理
人人都是产品经理
T
The Exploit Database - CXSecurity.com
Jina AI
Jina AI
Engineering at Meta
Engineering at Meta
The GitHub Blog
The GitHub Blog
P
Proofpoint News Feed
IT之家
IT之家
WordPress大学
WordPress大学
S
Securelist

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
Automation Skill Builder
visualbuildm · 2026-06-25 · via Hacker News - Newest: "AI"

Local-first AI automation platform

visualbuild.me · Automation Skill Builder

Record once. Run forever — no AI required at runtime.

Use AI to capture and structure your workflows. What runs is pure logic — deterministic, local-first, and reusable across every assistant.

  • Works with Cursor, Claude & Copilot
  • Windows & macOS
  • No cloud dependency at runtime
  • Skills exposed as standard MCP tools

Design time

Quick demo

See ASB in action

Watch: fetch Amazon iPhone prices into a CSV file — recorded in ASB, compiled into a reusable skill, zero manual steps.

Compatible with

  • Cursor
  • Claude
  • GitHub Copilot
  • Cline
  • Any MCP client

20 min

A 12-step SAP data export — recorded, packaged, and invokable in under 20 minutes

3 run modes

Standalone executables, AI-callable skills, and scheduled jobs — one build, same execution

0 cloud calls

Core automation runs fully offline — no API key needed at runtime

WHY ASB

The automation gap, solved

AI can think, but can't operate your apps

Models reason about tasks, yet they cannot click, type, or drive your desktop without a bridge.

Traditional RPA is powerful, but brittle

Classic RPA is heavy to build, fragile when UI changes, and expensive to maintain.

Simpler, smarter, reusable

Package workflows into AI-callable skills through MCP — the same path as Cursor and other assistants.

CORE CAPABILITIES

Everything your automation needs

Eight capabilities, one runtime. Build once, reuse across every assistant.

Desktop automation

Control and operate desktop applications.

Browser automation

Automate web tasks and extract data.

API calls

Connect services with structured requests.

OCR & vision

Extract text and structure from screens and files.

MCP tool surface

Expose skills to assistants via MCP.

Skill packaging

Version and reuse automations as skills.

Local execution

Run on your machine with local-first privacy.

Workflow orchestration

Chain steps into reliable automations.

TYPICAL SCENARIOS

What teams automate

FINANCE

Excel automation

Generate reports and data dashboards

ERP

SAP data updates

Automated ERP data processing

ACCOUNTING

Invoice OCR

Extract and process invoice data

DATA

Web scraping

Collect website data and content

COMMS

Email processing

Automated email workflows

RPA

RPA replay

Reproduce and monitor RPA flows

Real screens, real workflows

From recording to MCP exposure — every stage visible in the UI.

Product Overview
Record steps
Expose via MCP
Schedule runs
Track usage

Local-first

Execution stays on your hardware.

Traceability

Logs and records for review.

Allowlists

Tighten upstream AI proxy access.

Works offline

Core automation without mandatory cloud.

Security boundaries

Guardrails for vision paths and tools.

Version 0.9.0 · Windows installer (.exe), macOS disk image (.dmg), or ZIP archives

SUBSCRIPTION LICENSE

Simple, honest pricing

Each time an AI assistant invokes a skill via MCP, that counts as 1 call. A typical automation run uses around 20–30 calls.

Start free — no credit card needed. Every account gets 1,000 calls per month at no cost, resetting on the 1st of each month (your local time). When you're ready to do more, upgrade any time.

FREE

$0

1,000 calls / month

≈ 33–50 skill runs / month

Get started

STARTER

$9 / mo

5,000 calls / month

≈ 165–250 skill runs / month

MOST POPULAR

PRO

$29 / mo

20,000 calls / month

≈ 665–1,000 skill runs / month

GROWTH

$99 / mo

100,000 calls / month

≈ 3,300–5,000 skill runs / month

ENTERPRISE

Custom

Volume · SLA · deployment & integrations

Contact us

Typical run: 20–30 calls. A skill with loops or retries may use more.

Add-on: +1,000 calls one-time for $2 · All prices USD before tax

Questions & answers

Short answers; the manual remains authoritative for operational detail.

What are the system requirements?
Is this a hosted SaaS?

No. It is designed primarily as a self-hosted application you run on your infrastructure or workstation. You control networking, TLS, and who can reach the service.

Do I need MCP or Claude community skills?

No. Core features work over the web UI and HTTP API. MCP and integration with the rich skill ecosystem on the Claude community are optional when you want assistants or a skill runtime to consume packaged capabilities. We fully support that path: follow the user manual to install the skills you prefer, use the product’s built-in security checks to validate them, and execute with confidence.

Will this replace my team?

No — it amplifies what your team can do. Think of it as a capable assistant that drafts and suggests; your team reviews, decides, and owns the outcome.

What about data privacy?

Sensitive data flows depend on your configuration: local execution, which models you call, and which external services you enable. Run data-protection assessments before processing regulated data. With this product’s design, interactions are auditable and can be reviewed in a visual way—helping security teams verify behavior instead of working blind.

Why local-first?

Many automation tasks touch the desktop, filesystem, or internal APIs. Keeping execution close to the environment reduces latency and can simplify compliance—at the cost of you maintaining the runtime.

Will VS Code, Chrome, or Office integrations be available?

Yes—see the Visual Studio Marketplace listing or download a VSIX. The Automation Skill Builder app must still run locally; extensions only embed the UI. A Microsoft Office add-in remains under evaluation.

What if OCR or vision is slow the first time?

Vision stacks often download models on first use. Expect a longer cold start; subsequent runs are typically faster. See the manual for warmup and skip flags.

How do I get help?

Community users can ask questions in the public forum — response times vary. If your team needs reliable support with a guaranteed response, check out our professional plan.

Do I need Python or Node.js installed?

See the user manual for OS support and optional Python / Node.js prerequisites.

Support model

Two lanes—so expectations stay clear whether you are evaluating, self-hosting, or running under a commercial agreement.

Professional support

For organizations that need onboarding, priority help, custom integrations, security review assistance, or deployment hardening, commercial support may be available from the maintainer or partners.

Scope, channels, and SLAs are defined in a separate agreement—not on this marketing page. Contact your vendor or project owner for entitlement and pricing.