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

月光博客
月光博客
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
N
Netflix TechBlog - Medium
大猫的无限游戏
大猫的无限游戏
爱范儿
爱范儿
Martin Fowler
Martin Fowler
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
The Register - Security
The Register - Security
IT之家
IT之家
博客园_首页
Microsoft Security Blog
Microsoft Security Blog
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
博客园 - 三生石上(FineUI控件)
I
InfoQ
CTFtime.org: upcoming CTF events
CTFtime.org: upcoming CTF events
Jina AI
Jina AI
Apple Machine Learning Research
Apple Machine Learning Research
M
MIT News - Artificial intelligence
博客园 - Franky
C
Check Point Blog
T
The Blog of Author Tim Ferriss
V
Visual Studio Blog
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
T
Tailwind CSS Blog
Recent Announcements
Recent Announcements
云风的 BLOG
云风的 BLOG
美团技术团队
The Cloudflare Blog
Y
Y Combinator Blog
H
Hackread – Cybersecurity News, Data Breaches, AI and More
MyScale Blog
MyScale Blog
The GitHub Blog
The GitHub Blog
D
DataBreaches.Net
Google DeepMind News
Google DeepMind News
V
V2EX
aimingoo的专栏
aimingoo的专栏
GbyAI
GbyAI
G
Google Developers Blog
S
SegmentFault 最新的问题
Hugging Face - Blog
Hugging Face - Blog
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
U
Unit 42
罗磊的独立博客
量子位
MongoDB | Blog
MongoDB | Blog
Last Week in AI
Last Week in AI
Stack Overflow Blog
Stack Overflow Blog
小众软件
小众软件
D
Docker
人人都是产品经理
人人都是产品经理

Hacker News: Show HN

PurrrrrFocus: Pomodoro Timer App - App Store Workflow Engine — Multi-Step Orchestration for Bun RapidPhoto: Pro Photo Editor App - App Store GitHub - DheerG/swarms: Achieve extraordinary results with claude code across a variety of tasks SPICE simulation → oscilloscope → verification with Claude Code — Lucas Gerads Show HN: VCoding – A 5 MB native Windows IDE with no dynamic dependencies Show HN: LLMs don't hallucinate because they're bad at math, it's the format GitHub - Agent-FM/agentfm-core: AgentFM is a peer-to-peer network that turns everyday computers into a decentralized AI supercomputer. AgentFM lets you run massive AI workloads directly across a global mesh of idle CPUs and GPUs. Show HN: Tracking Top US Science Olympiad Alumni over Last 25 Years GitHub - Potarix/agent-hub: One place to talk to all your agents Show HN: Runtime security for AI agents(injection,tool abuse, data exfiltration) GitHub - dubeyKartikay/lazyspotify: Terminal Spotify client for macOS and Linux GitHub - the-banana-tool/king-louie: Easy to use GUI Personal AI Assistant. Win/Linux/Mac. Show HN I made my vacation rental bookable by AI agents–no Airbnb, 0% commission GitHub - basteez/jsf-autoreload: maven plugin to enable hot reload on jsf projects uvm32/hosts/host-gdbstub at main · ringtailsoftware/uvm32 GitHub - labsai/EDDI: Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus. GitHub - glitchnsec/fortyone-oss: AI Executive Assistant Platform Quickstart | Alien GitHub - muxshed/shed: One stream in, or many. Every destination, simultaneously. No cloud middleman, no per-channel fees, no limits. GitHub - ocrbase-hq/ocrbase: 📄 PDF/IMG ->.MD/JSON Document OCR API for PaddleOCR and GLMOCR. Self-hostable. GitHub - impactjo/home-memory: MCP server that lets your AI assistant remember everything about your home. GitHub - Sets88/dbcls: DbCls is a powerful terminal database client that supports various databases GitHub - neptun2000/heor-agent-mcp GitHub - SeanFDZ/macmind: Single-layer transformer in HyperTalk for the classic Macintosh RollQuation: Math Puzzles - Apps on Google Play GitHub - dropbox/witchcraft Show HN: Agent-cache – Multi-tier LLM/tool/session caching for Valkey and Redis GitHub - opentalon/opentalon: OpenTalon is an open-source platform built from the ground up in Go as a robust alternative to OpenClaw LinkedIn™ 职位抓取工具 - Chrome 应用商店 GitHub - EdoardoBambini/Agent-Armor-Iaga: AI agents are getting tool access — shell, file system, databases, APIs, secrets. But **nobody is governing what they actually do with it**. Frameworks like LangChain, CrewAI, AutoGen, and Claude Code give agents the power to execute. Agent Armor gives you the power to control, audit, and approve every single action before it happens. HN Vibes — Week 15, Apr 7–13 2026 GitHub - chojs23/ec: Easy terminal-native 3-way git mergetool vim-like workflow GitHub - SethPyle376/hiraeth: Local AWS emulator focused on fast integration testing, with SQS support, SQLite-backed state, and a debug-friendly web UI. GitHub - JakOb-dotcom/cloud-sandbox-security-analysis: Technical analysis and Proof of Concept (PoC) regarding environment variable exfiltration in containerized cloud sandboxes via side-channel data leaks. Springboards - Flint Alpha Show HN: A simpler coding agent harness GitHub - audiodude/sudomake-friends GitHub - 256thFission/mini-mythos: OSS clone of Anthropic’s Mythos harness to locate C/C++ memory vulnerabilities Show HN: OpenParallax: OS-level privilege separation for AI agent execution Hacker News Sorted - Chrome 应用商店 Show HN: How to Install Docker on Ubuntu 24.04 LTS: Complete 2026 Guide GitHub - himanshudongre/smriti GitHub - sverrirsig/claude-control: macOS desktop dashboard for monitoring and managing multiple Claude Code sessions GitHub - ory/dockertest: Write better integration tests! Dockertest helps you boot up ephermal docker images for your Go tests with minimal work. Chiral - Chrome 应用商店 Show HN: Two Claudes collaborating through shared memory on a $100 mini-PC GitHub - pmichaillat/latex-cv: Minimalist LaTeX template for academic CVs GitHub - oguzbilgic/posse: A web UI for Anthropic Managed Agents. GitHub - sshiraz/depsly: Dependency risk analysis tool for npm packages ABI Add safari/agent-harness — Safari browser automation via safari-mcp by achiya-automation · Pull Request #212 · HKUDS/CLI-Anything GitHub - Halfblood-Prince/trustcheck: Verify PyPI package attestations and improve Python supply-chain security GitHub - oguzbilgic/kern-ai: Agents that do the work and show it. GitHub - bruits/satteri: High-performance Markdown and MDX processing for the JavaScript ecosystem GitHub - tylergibbs1/feedstock: High-performance web crawler and scraper for TypeScript, powered by Bun and Playwright GitHub - Grimm67123/grimmbot: The self-improving sandboxed and open-source AI agent. With persistent memory and scheduling. GitHub - whitevanillaskies/whitebloom: Local whiteboard that blooms. GitHub - hwdsl2/docker-whisper: Docker image for a self-hosted Whisper speech-to-text server with speaker diarization and OpenAI-compatible transcription and translation APIs. Powered by faster-whisper. Supports all Whisper models, NVIDIA GPU (CUDA) acceleration, JSON/SRT/VTT output, SSE streaming, offline mode, and multi-arch (amd64, arm64). GitHub - yisding/reviewwiggum GitHub - MarwanAlsoltany/serrors: Structured errors for Go: sentinel hierarchies, typed data, custom formatting, and slog integration. GitHub - soatok/age-php GitHub - Luthiraa/markitme GitHub - stagas/rtdiff: realtime git diff gui and AI-assisted commits GitHub - tombedor/excalicharts GitHub - wh1le/excalidraw-edit: Open and edit .excalidraw files from the terminal. Offline, auto-saves to disk. MalExt Sentry - Malicious Extension Scanner - Chrome 应用商店 GitHub - syi0808/asciianimesvg: Generate animated ASCII art SVGs from text. CLI, Rust library, WASM, and web editor. GitHub - zaina-ml/ml_forge: A visual-based graph node editor for training computer vision models. GitHub - anakin87/llm-rl-environments-lil-course: 🌱 A little course on Reinforcement Learning Environments for evaluating and training Language Models GitHub - takaakit/superpowers-uml: Superpowers-UML modifies Superpowers to ensure a software development workflow in which AI agents design through UML modeling. AdriByte Studio - Sviluppo Web e Soluzioni Digitali GitHub - chouligi/angel-copilot: Your personalized Angel Investment Advisor Show HN: MoodSense AI (ML and FastAPI and Gradio, Deployed on Hugging Face) Moodsense Ai - a Hugging Face Space by aman179102 GitHub - agenteractai/lodmem: Level Of Detail Context Management for Agents GitHub - ostefani/subnetlens: A fast, concurrent network scanner with a TUI and plain-text CLI, built in Go. It discovers live hosts on your network, scans their open ports, resolves hostnames, and fingerprints operating systems—delivered. Cyber Pulse: Agentic Intel - Apps on Google Play Whisper API: Self-Hostable Speech to Text Transcription The Agent-Web Protocol Stack: A Research Thesis GitHub - msmarkgu/RelayFreeLLM: A restful API designed to route user prompts to various AI model providers. Show HN: Provepy – A Python decorator that proves your code using Lean and LLMs Show HN: Pardonned.com – A searchable database of US Pardons GitHub - patrickdappollonio/dux: Dux is a terminal UI that lets you run multiple AI coding agents side by side, each in its own git worktree, with full companion terminals, macros, commit generation, and a command palette that knows more tricks than you do. kMC Crystal Simulator Show HN: HyperFlow – A self-improving agent framework built on LangGraph GitHub - stef41/vibescore: 🎵 Grade your vibe-coded project. One command, instant letter grade across security, quality, dependencies, and testing. GitHub - stef41/lmscan: 🔍 Detect AI-generated text and fingerprint which LLM wrote it. Open-source GPTZero alternative. Zero dependencies, works offline. imgur.com GitHub - visionscaper/collabmem: Enabling long-term collaboration with Agentic AI - building up episodic and world model memory over time with in-context awareness 在 Steam 上购买 FriedrichAI: Offline AI 立省 10% 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. GitHub - nowork-studio/toprank: Open-source Claude Code skills for SEO, SEM, Google Ads GitHub - tacomanator/sash: Lightweight macOS menu bar app for reliably cycling through windows of the current application. Appents | Social Media Management for Product-First Teams GitHub - pnhoang/youtube-spam-blocker: Automatically detects and hides spam messages in YouTube Live chat. Set rate limits, keyword filters, and block repeat offenders. GitHub - decisionnode/DecisionNode: CLI + Local MCP - A shared structured memory store across Claude Code, Cursor, Windsurf, Antigravity, and every MCP client. Semantically queryable. GitHub - AvaCodeSolutions/django-email-learning: An open source Django app for creating email-based learning platforms with IMAP integration and React frontend components. The $100K Gap in Kubernetes Security Tooling Function Calling Harness: From 6.75% to 100%
Prototyper — Visual Workspace for Your Agents
thijsverreck · 2026-06-25 · via Hacker News: Show HN

Mockups are dead.

A new category of product canvas. The prototype is the product.

  • The canvas is the product.

    Move a shape, the code updates. Edit the code, the shape updates. The design and the code are the same artifact — you only have to think about it once.

    Tour the canvas
  • Bring your agent.

    Claude Code, Codex, Cursor, or Copilot — they read your files, write real React, and open PRs to your repo, live on the canvas.

    Meet your agents
  • One room. People and agents.

    Cursors for the humans, ghosts for the agents, one set of files underneath. The same prototype, all the way to shipped.

    See multiplayer

01

One view, everything in flight. Files, apps, and agents in the same surface.

02

Direct three agents at once.

Spin one up for the UI, one for the tests, one for the copy. Watch them work in parallel, on the same canvas. Skip the status meetings; the work is the status.

03

Edit either side.

Move a shape, the code updates. Edit the code, the shape updates. The design and the code are the same artifact — you only have to think about it once.

04

Open with your stack already loaded.

GitHub, Drive, Linear, Notion, Figma, MCP servers, your CI — even your homegrown tooling. All readable from the canvas, the way they live on your computer. Open the workspace and your stack is already there.

Bring the agent you already trust

Open Claude Code. Paste one line. Your agent now works on the canvas.

Open Claude Code, Codex, Cursor, or GitHub Copilot. Paste the install line below. The same agent you already use reads your files, writes to your apps, and opens real PRs — straight from your terminal, live on the Prototyper canvas.

What's in the box

One subscription, the work of five tools.

Design tool, AI generator, editor, preview host, project tracker — all in one place, all connected. Everything you'd otherwise glue together.

Ship real code

Not a mockup someone rebuilds

Match your brand

Your tokens, on every render

Direct your agents

Steer them like teammates

See it the second it runs

No build step, no waiting

Start with the primitives

50+ typed, accessible, ready

Work from anywhere

CLI, SDK, your editor of choice

Send a link, you’re done

Reviewers see the running thing

Keep your stack

GitHub, Drive, Cursor, MCP

And every other thing you're wondering — yes.

  • Can I bring my own Claude Code or Codex subscription?

  • Can I keep my design tokens and component library?

  • Can my agent read my GitHub repo?

  • Can multiple agents work on the same canvas?

  • Can I sketch on the canvas and have an agent build it?

  • Can I export the code to my own repo any time?

  • Can a designer use this without writing code?

  • Can I run three variants of a design side by side?

  • Can I see what each agent changed?

  • Can I mount Prototyper into Cursor or VS Code?

  • Can I cancel anytime and take my work with me?

  • Can I work on this from inside my terminal?

FromThijs Verreck · founder

SubjectWhy use Prototyper?

Hey there,

There's a good chance we know why you're here.

You're trying to ship something. You have flows to design, components to build, a design system to apply, agents to direct, code to review, deadlines to hit, and a real product to put in front of real users.

You've been doing it across five tools — a design tool, a chat-based generator, your editor, someone else's repo, a project tracker. Five tools means four handoffs. The handoff is where the time goes.

Design used to mean pictures because pictures were all you could deliver. Now an agent can write the code, so the design can be the code. The picture is the smallest part of the work — the skills you give the agent, the plans you write together, and the tools you wire it into are the rest.

Most “AI design” tools missed this. They generate pictures someone still has to implement, and call it progress.

A while back I found myself in the same situation. I wanted to design fast and ship the real thing. I wanted the canvas to be the artifact, not the brief. I wanted the agent, the data, the tools, and the brand to sit next to the canvas, not five tabs away. Nothing fit. So I built Prototyper.

Today, Prototyper is the canvas where designers, engineers, and agents work on the same surface — yours, ours, and the Claude Code or Codex you already pay for. What you think of runs. The prototype is the product.

The canvas is the first room we've shipped, but the substrate underneath it isn't for design alone. It's how we think every team should work — humans and agents on the same surface, the same files, the same accountability. Our mission, plainly, is to make every company agent-native. The canvas is where that starts.

Thanks for checking Prototyper out. Bring your Claude Code or Codex subscription if you have one — we plug right in. Give it a try. We'd be honored to have you as a customer.

Thijs Verreck signatureThijs Verreck signatureThijs Verreck · founder

10,000+

real React apps shipped from the canvas — by indie devs, designers, and product teams who got tired of the mockup-to-rebuild loop.

Built with the community. Built for the community.

Pricing

Free to start. Pay when you ship.

Build free. Upgrade for export, collaboration, and advanced features.

Free

Free forever

Design, share, ship — with your own agent.

  • 20 AI messages / week

  • 2 workspaces

  • 100 MCP tool calls / week

  • 1 shared collaboration file

  • 7 days of version history

  • Bring your own agent (Claude Code, Codex, etc.)

  • Community support

For freelancers and indie builders.

  • Unlimited AI messages

  • Unlimited workspaces

  • Unlimited MCP tool calls

  • Realtime collaboration

  • 30 days of version history

  • $25/mo bundled AI credits + metered overage

  • Bring your own agent supported

  • Email support

Team

For teams that ship together.

  • Everything in Pro

  • $50/seat/mo pooled AI credits + metered overage

  • 90 days of version history

  • Google + Microsoft SSO

  • Roles and permissions

  • Priority support

Start building with Prototyper.

Open the workspace. Drop in an idea. Let an agent take the first shot. Ship the same artifact you sketched.