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

Recent Commits to openclaw:main
Recent Commits to openclaw:main
N
News | PayPal Newsroom
TaoSecurity Blog
TaoSecurity Blog
Google Online Security Blog
Google Online Security Blog
NISL@THU
NISL@THU
T
Threatpost
C
CXSECURITY Database RSS Feed - CXSecurity.com
K
KPMG report finds enterprise disconnect between AI and its ROI | CIO
Engineering at Meta
Engineering at Meta
AWS News Blog
AWS News Blog
D
Darknet – Hacking Tools, Hacker News & Cyber Security
cs.AI updates on arXiv.org
cs.AI updates on arXiv.org
P
Privacy International News Feed
B
Blog
PCI Perspectives
PCI Perspectives
Martin Fowler
Martin Fowler
Spread Privacy
Spread Privacy
P
Proofpoint News Feed
T
Tenable Blog
F
Fortinet All Blogs
G
GRAHAM CLULEY
V2EX - 技术
V2EX - 技术
C
Check Point Blog
Project Zero
Project Zero
P
Palo Alto Networks Blog
J
Java Code Geeks
W
WeLiveSecurity
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
T
The Exploit Database - CXSecurity.com
博客园 - 司徒正美
P
Privacy & Cybersecurity Law Blog
S
SegmentFault 最新的问题
Last Week in AI
Last Week in AI
Forbes - Security
Forbes - Security
C
Cybersecurity and Infrastructure Security Agency CISA
Security Latest
Security Latest
cs.CL updates on arXiv.org
cs.CL updates on arXiv.org
Vercel News
Vercel News
Recent Announcements
Recent Announcements
博客园 - Franky
cs.CV updates on arXiv.org
cs.CV updates on arXiv.org
Recorded Future
Recorded Future
The Last Watchdog
The Last Watchdog
MongoDB | Blog
MongoDB | Blog
人人都是产品经理
人人都是产品经理
酷 壳 – CoolShell
酷 壳 – CoolShell
Cisco Talos Blog
Cisco Talos Blog
量子位
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC

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 - Bloomca/rust-cd-da-reader: Library to read tracks raw data from audio CDs
bloomca · 2026-05-02 · via Hacker News: Show HN

Crates.io CI

This is a simple library to read audio CDs. At the core it was written to enable CD ripping, but you can also implement a live audio CD player with its help. It is cross-platform and tested on Windows, macOS and Linux and abstracts both access to the CD drive and reading the actual data from it. All operations happen in this order on each platform:

  1. Get a CD drive's handle
  2. Read ToC (table of contents) of the audio CD
  3. Read track data using ranges from ToC

Let's go through each concept in order.

CD access

First thing, we'll need to get a hold of the CD drive. You can see the drive's letter on Windows in File Explorer (although the actual handle will be something like "\\.\E:"), with cat /proc/sys/dev/cdrom/info on Linux and with diskutil list on macOS.

This is a bit brittle, so this library provides a few helper methods to find a correct CD drive. By far the most straightforward approach is to simply open the "default" drive:

use cd_da_reader::{CdReader};

let reader = CdReader::open_default()?;

This code will scan the CD drives and will open the first one with an audio CD in it, and usually this is what you want. If you want to provide a choice, there is an additional function to list all drives:

use cd_da_reader::{CdReader};

let drives = CdReader::list_drives()?;

This will give you a vector of drives, and the struct will have has_audio_cd field for audio CDs. Unfortunately, this does not work on macOS due to how CD drive handles are treated. When we execute any command to a CD drive (which we need to check whether the CD is audio or not), we need to claim exclusivity, which will cause it to unmount. If we release the handle, it will cause it to remount, and that will do 2 things:

  1. call the default application for an audio CD (probably Apple Music)
  2. that app will claim exclusivity, so we won't be able to get it back for some time

Because of that, on macOS you should either provide the name by yourself, or get the default drive:

use cd_da_reader::{CdReader};

// get the default drive, which should be what you want
let reader = CdReader::open_default()?;

// or read the disk directly
let reader = CdReader::open("disk14")?;

Reading ToC

Each audio CD provides internal Table of Contents, which is an internal map of all the available tracks with the block addresses. The only semantic metadata we get from it is the number of tracks, but it is crucial to read it so that we can issues commands to read actual tracks data.

use cd_da_reader::{CdReader};

let reader = CdReader::open_default()?;
let toc = reader.read_toc()?;

This will give us a struct like:

{
    first_track: 1,
    last_track: 11,
    tracks: [{
        number: 1,
        start_lba: 0,
        start_msf: (0, 2, 0),
        is_audio: true,
    }, {
        number: 1,
        start_lba: 14675,
        start_msf: (3, 15, 50),
        is_audio: true,
    }, ...],
    leadout_lba: 221786
}

LBA (Logical Block Address) is a simple sequential sector index. LBA 0 is the first readable sector after the 2-second lead-in pre-gap at the start of every disc. It is the most convenient format for issuing read commands and used internally to read data blocks.

MSF (Minutes:Seconds:Frames) is a time-based address inherited from the physical disc layout. A "frame" here is one CD sector, and the spec defines 75 frames per second. MSF includes a fixed 2-second (150-frame) offset for the lead-in area, so MSF (0, 2, 0) corresponds to LBA 0 — the very start of track data.

The two are fully interchangeable: LBA + 150 = total frames from disc start, from which minutes, seconds, and frames are derived by dividing by 75 and 60. You will typically only need LBA values for reading track data, while MSF is required for services like MusicBrainz disc ID calculation.

Reading tracks

Finally, after we got ToC, we can read tracks. The boundaries for the track are the starting LBA and the starting LBA for the next track (or leadout LBA value for the last track). This library abstracts these things and simply reads provided track numbers. To read a track, all you need to do is call:

use cd_da_reader::{CdReader};

let reader = CdReader::open_default()?;
let toc = reader.read_toc()?;
// we assume that track #1 exists for simplicity
let data = reader.read_track(&toc, 1)?;

This is a blocking call and takes a lot of time (depends on the track length and CD/drive quality due to retries). If you want to do something with the data as it comes, use streaming API:

use cd_da_reader::{CdReader, RetryConfig, TrackStreamConfig};

let reader = CdReader::open_default()?;
let toc = reader.read_toc()?;

let stream_cfg = TrackStreamConfig {
    sectors_per_chunk: 27, // ~64 KB per chunk
    retry: RetryConfig::default(),
};

let mut stream = reader.open_track_stream(&toc, 1, stream_cfg)?;
while let Some(chunk) = stream.next_chunk()? {
    // do something with the chunk directly
}

Track format

The data you receive by reading tracks is PCM, the same raw format used by WAV files. Audio CDs use 16-bit stereo PCM sampled at 44,100 Hz, so each second of audio is:

44,100 samples * 2 channels * 2 bytes = 176,400 bytes/second

Each CD sector holds exactly 2,352 bytes of audio payload (176,400 / 75 = 2,352), that's why there are 75 sectors per second. A typical 3-minute track is about 31 MB of raw PCM, and a full 74-minute CD holds ~650 MB.

Converting PCM data to a playable WAV file only requires prepending a 44-byte RIFF header. In fact, there is a helper for that in this library:

use cd_da_reader::{CdReader};

let reader = CdReader::open_default()?;
let toc = reader.read_toc()?;
// we assume that track #1 exists for simplicity
let data = reader.read_track(&toc, 1)?;
let wav = CdReader::create_wav(data);
std::fs::write("myfile.wav", wav)?;

This code will read the first track from the CD file and save it as a WAVE file, which will be playable by any music player.

What about metadata?

You might have asked why do we expose LBA/MSF values if the track reading is abstracted behind specific track numbers. The reason for that is metadata. Even though there is a command CD-TEXT for storing data directly, it is not exposed in this library due to it being extremely unreliable.

Instead, you can calculate a Disc ID for a service like MusicBrainz, which requires full ToC for it: ref. You can see an example of how to calculate the ID here.