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

T
The Exploit Database - CXSecurity.com
F
Fortinet All Blogs
U
Unit 42
F
Full Disclosure
雷峰网
雷峰网
博客园 - 司徒正美
云风的 BLOG
云风的 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
T
Tailwind CSS Blog
The Cloudflare Blog
Last Week in AI
Last Week in AI
罗磊的独立博客
D
DataBreaches.Net
C
Check Point Blog
www.infosecurity-magazine.com
www.infosecurity-magazine.com
CTFtime.org: upcoming CTF events
CTFtime.org: upcoming CTF events
O
OpenAI News
C
CXSECURITY Database RSS Feed - CXSecurity.com
aimingoo的专栏
aimingoo的专栏
S
Security @ Cisco Blogs
大猫的无限游戏
大猫的无限游戏
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
S
SegmentFault 最新的问题
NISL@THU
NISL@THU
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
The Hacker News
The Hacker News
Webroot Blog
Webroot Blog
Security Latest
Security Latest
cs.CL updates on arXiv.org
cs.CL updates on arXiv.org
Google DeepMind News
Google DeepMind News
酷 壳 – CoolShell
酷 壳 – CoolShell
N
News | PayPal Newsroom
P
Proofpoint News Feed
B
Blog RSS Feed
MongoDB | Blog
MongoDB | Blog
C
Cybersecurity and Infrastructure Security Agency CISA
N
News and Events Feed by Topic
Google Online Security Blog
Google Online Security Blog
H
Help Net Security
Spread Privacy
Spread Privacy
T
Threat Research - Cisco Blogs
GbyAI
GbyAI
I
Intezer
Application and Cybersecurity Blog
Application and Cybersecurity Blog
M
MIT News - Artificial intelligence
Vercel News
Vercel News
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
IT之家
IT之家
MyScale Blog
MyScale Blog
腾讯CDC

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%
GitHub - wyattmattoe/pin-art-visualizer: Real-time audio visualizer — 9,424 instanced pins morph across 7 shapes driven by live FFT analysis. Tab audio, mic, or file input. Built with Three.js + React.
wyattmattoe · 2026-05-12 · via Hacker News: Show HN

A real-time audio visualizer featuring a reactive 3D pin art lattice built with React, Three.js, and the Web Audio API. The visualizer transforms audio into dynamic 3D shapes with fluid animations, particle effects, and intelligent auto-mode ("God Mode") that adapts to music characteristics.

Live Demo

🤖 This project was coded with extensive assistance from AI language models (AI slop). Some code may exhibit LLM-isms, dead code, magic numbers, or unnecessary complexity. Proceed accordingly.

sphere

Features

Audio Input Sources

  • Browser Tab Capture - Capture audio from any Chrome/Edge tab with system audio
  • Microphone Input - Real-time microphone audio visualization
  • Audio File Upload - Drag-and-drop or select audio files (with playback controls)

3D Visualization

  • 9,424 Instanced Pins (124×76 grid) with spring physics and neighbor coupling for ripple effects
  • 7 Visualizer Shapes: Wall, Sphere, Cube, Tetrahedron, Mobius Strip, Double Helix, Human Figure
  • Dynamic Color System - Cycles through Google brand colors (Blue, Red, Yellow, Green) or 6 solid color presets
  • Post-Processing Pipeline:
    • Unreal Bloom pass for glow effects
    • RGB Shift for chromatic aberration
    • Afterimage pass for motion trails
    • Custom wave warp shader (audio-reactive distortion)

Advanced Audio Analysis

  • 5-band frequency analysis (Bass, Low-Mid, Mid, High-Mid, Treble)
  • Adaptive beat detection with energy history
  • Onset detection for snare and hi-hat sounds
  • Spectral flux, centroid, and RMS energy tracking
  • 96-band spectrum and waveform data

God Mode (Auto Mode)

Intelligent visualization director that automatically adjusts:

  • Sensitivity, zoom, color intensity, and color shift
  • Pin height and size
  • Shape selection based on audio characteristics (energy, brightness, motion, chaos, focus, groove, texture)
  • Camera orbit toggling
  • Solid color mode activation

Visual Effects

  • Firework Particle System - 3,000 particles triggered by beats
  • Wave Ribbons - 7 animated ribbons responding to waveform data
  • Outer Rings - 5 concentric rings with spectral response
  • CRT Overlay - Scanline and color bleed effects (respects prefers-reduced-motion)

Tech Stack

  • React 19 - UI and controls with hooks-based state management
  • Three.js 0.184 - 3D rendering with instanced meshes
  • Web Audio API - Real-time audio processing and analysis
  • Vite 6 - Build tool with HMR and @/ path alias
  • Tailwind CSS 4 - Styling with custom theme
  • TypeScript 5 - Type safety with strict mode

Prerequisites

  • Node.js 22 or newer
  • Chrome/Edge browser (for tab audio capture)

Getting Started

npm install
npm run dev

The dev server starts on http://localhost:3000

Available Scripts

<<<<<<< HEAD
npm run dev          # Start development server (port 3000)
npm run build        # Build for production (outputs to dist/)
npm run preview      # Preview production build
npm run clean        # Clean dist directory
npm run typecheck    # TypeScript type checking
npm run lint         # Run linter (typecheck)

Deployment

The project includes a netlify.toml for one-command Netlify deployment: npm run build publishes the dist/ directory.

Usage

Audio Input

  1. Tab Audio: Click "Activate Director" → "Tab Audio" → Select a Chrome tab with "Share audio" enabled
  2. Microphone: Click "Microphone" to start microphone input
  3. File Upload: Click "File" or drag-and-drop an audio file

Controls

  • Sensitivity - Adjust audio reactivity (25-300%)
  • Zoom - Zoom in/out (50-200%, mouse wheel supported)
  • Color Intensity - Adjust color brightness (10-200%)
  • Color Shift - Rotate color palette (0-360°)
  • Solid Color - Toggle solid color mode with 6 preset colors
  • Pin Height/Size - Adjust pin dimensions
  • Shape Selector - Switch between 7 visualizer shapes (all available in God Mode auto-switching)
  • Orbit Mode - Enable automatic camera orbit
  • God Mode - Let the visualizer automatically adapt to your music

File Playback

When using file mode:

  • Play/Pause button or click the progress bar
  • Seek by clicking anywhere on the progress bar
  • Track name and playback time displayed

Architecture

src/
├── main.tsx              # React entry point (StrictMode, root render)
├── App.tsx               # Main app component with controls, God Mode logic, and audio source management
├── audioEngine.ts        # Web Audio API processing, analysis, and audio providers
├── pinVisualizerScene.ts # Three.js 3D scene, pin rendering, post-processing, and visual effects
└── index.css             # Global styles with CRT overlay effect and custom range slider styling

@/ Import Alias

All source files can use the @/ import alias (configured in vite.config.ts and tsconfig.json) to reference files under src/. For example, import App from '@/App'.

Key Components

audioEngine.ts

  • AudioFrameProvider interface for audio data
  • Microphone, tab capture, and file audio providers
  • Beat/snare/hi-hat detection algorithms
  • Spectral analysis (flux, centroid, RMS)

pinVisualizerScene.ts

  • InstancedMesh rendering for 9,424 pins
  • Spring physics with neighbor coupling for ripple effects
  • Shape generators (wall, sphere, cube, tetrahedron, mobius, double helix, human)
  • Post-processing pipeline setup
  • Particle systems (fireworks, wave ribbons, outer rings)

App.tsx

  • Audio source management
  • God Mode auto-adjustment algorithms
  • UI controls and state management
  • File playback controls

Browser Support

  • Chrome/Edge 90+ (required for tab audio capture)
  • Firefox/Arc (microphone and file modes)
  • Safari (limited, no tab capture)

Project Status

  • Plasma Glow Field feature removed (May 2026)
  • All core features operational
  • Feature-flagged experimental systems: Reactive Shapes, Procedural Elements (toggle REACTIVE_SHAPES_ENABLED / PROCEDURAL_ELEMENTS_ENABLED in pinVisualizerScene.ts)

License

MIT