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

Microsoft Azure Blog
Microsoft Azure Blog
博客园_首页
Forbes - Security
Forbes - Security
WordPress大学
WordPress大学
P
Proofpoint News Feed
T
Threat Research - Cisco Blogs
L
LINUX DO - 热门话题
L
Lohrmann on Cybersecurity
Spread Privacy
Spread Privacy
D
Darknet – Hacking Tools, Hacker News & Cyber Security
大猫的无限游戏
大猫的无限游戏
博客园 - 三生石上(FineUI控件)
P
Privacy International News Feed
A
About on SuperTechFans
T
Tailwind CSS Blog
I
InfoQ
S
Securelist
云风的 BLOG
云风的 BLOG
罗磊的独立博客
Recent Announcements
Recent Announcements
T
The Exploit Database - CXSecurity.com
B
Blog RSS Feed
V
Visual Studio Blog
Know Your Adversary
Know Your Adversary
The GitHub Blog
The GitHub Blog
Jina AI
Jina AI
腾讯CDC
Cyberwarzone
Cyberwarzone
有赞技术团队
有赞技术团队
AWS News Blog
AWS News Blog
博客园 - 【当耐特】
cs.AI updates on arXiv.org
cs.AI updates on arXiv.org
F
Full Disclosure
S
Secure Thoughts
博客园 - 司徒正美
J
Java Code Geeks
Y
Y Combinator Blog
Google Online Security Blog
Google Online Security Blog
GbyAI
GbyAI
N
News and Events Feed by Topic
Help Net Security
Help Net Security
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
Project Zero
Project Zero
T
Tenable Blog
cs.CV updates on arXiv.org
cs.CV updates on arXiv.org
T
Tor Project blog
MyScale Blog
MyScale Blog
Scott Helme
Scott Helme
小众软件
小众软件
K
Kaspersky official blog

Show HN

GitHub - steveking-gh/firmion: Firmion is DSL and engine for firmware image generation. GitHub - villagesql/villagesql-skills: Agent skills for VillageSQL - gemini-cli-extension; claude-code-plugin GitHub - flightdeckhq/flightdeck: Observability and control plane for AI agents. CSP Radar GitHub - Light-Heart-Labs/DreamServer: Turn your PC, Mac, or Linux box into an AI server. LLM inference, chat UI, voice, agents, workflows, RAG, and image generation. GitHub - Diplomat-ai/diplomat-agent-ts: What can your TypeScript AI agent do to the real world? Scan your code. See which tool calls have zero checks Code Block Selector - Visual Studio Marketplace Prometheus dependency graph — interactive showcase | Riftmap Show HN: I made a vi-like modal keyboard plugin for Figma GitHub - run-llama/liteparse: A fast, helpful, and open-source document parser GitHub - dalemyers/Roar: A macOS CLI tool for notifications GitHub - district-solutions/open-agent-tools-coder: Enables small-to-large self-hosted ai models to use local source code when running tool-calling agentic workloads. We actively data mine 20,900+ (2+ TB) popular github repos using large and small ai models to create reuseable: json, markdown and parquet files for local-first tool-calling models. GitHub - progapandist/stripeek: A local TUI proxy for real-time Stripe API debugging, built for navigating complex payloads fast. GitHub - sir1st/hermes-desktop: All-in-one cross-platform desktop app for Hermes Agent — bundles Python + hermes-agent + hermes-web-ui GitHub - astefanutti/shaderbang: Shebang for Shaders Show HN: Generate Claude Code Workflows using Spec Driven Development approach GitHub - nixys/nxs-universal-chart: The Helm chart you can use to install any of your applications into Kubernetes/OpenShift Show HN: AI agents for UK GDAD PCF roles and their skills The Two Pillars: Mixer Mode and Meta-Software in the Reorganization of Software Work After AI GitHub - JaiCode08/teleport-env What 1,000+ Harness Experiments Taught Me About Self-Improving Agents Show HN: Liiists, a Markdown-first, iOS and CLI list app SwiperTab – Get this Extension for 🦊 Firefox (en-US) GitHub - kouhxp/fftext: Summarize, explain, fact-check, or translate any text, URL, or file. No GPU. No cloud. One command GitHub - sweetpad-dev/sweetpad: Develop Swift/iOS projects using VSCode GitHub - dogmaticdev/IRON: IRON a.k.a. Intermediate Representation Object Notation is a Interpreter/Database that is used to create Programming Languages. GitHub - sjhalani7/vaen: Package your AI coding harness into a portable .agent file, and share it across repos, teams, & the community without ever having to copy-paste instructions, skills, MCP config, or secrets. Show HN: Gandalf the Grader Show HN: Citadeld – replay any CI failure locally from a single file GitHub - tdortman/cuSBF: High-Performance GPU Super Bloom Filter coral-ai/claude-code-token-xray at main · Coral-Bricks-AI/coral-ai GitHub - ulyssestenn/funes: Funes is a Git-based framework for LLM-managed knowledge work: an AI Librarian ingests raw sources, builds an interlinked Markdown knowledge base, and uses it to produce cited reports, analyses, and other outputs. GitHub - ThatXliner/gah: Git Add Hunk, built for agents to use GitHub - harmont-dev/harmont-cli: Command-line client for the Harmont CI platform GitHub - brooksmcmillin/mcp-authflow: OAuth 2.0 Authorization Server framework for MCP servers GitHub - javaid-codes/audit-supply-chain-agents GitHub - amorey/gochan: A small library of common channel architectures for Go, inspired by Rust GitHub - arifozgun/OpenGem: Free, Open-Source AI API Gateway with Gemini, OpenAI & Anthropic Compatibility in 1 file GitHub - Pranesh950/BioPetals: 🌸 Run BIOxAI models at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading GitHub - cnguyen14/bounty-doctor: Diagnose a GitHub bounty issue before you waste hours: detects honeypot scam repos, AI-bot attempt swarms, and stale contests. Show HN: CoreMCP – MCP Server for On-Prem DBs Show HN: KittyHTML – Render HTML/CSS as an inline image in your terminal GitHub - bingud/filemat: Web-based file manager Show HN: TruthLens – Free multi-signal deepfake image detector GitHub - apexlocal-jz/claude-usage-tray: Windows system-tray app showing your Claude Code rate-limit usage at a glance. Zero deps, ~300 lines of PowerShell. Cross-IDE (works regardless of VS Code, Cursor, plain terminal). Release v0.1.2.1 · kouhxp/yapsnap GitHub - noopolis/moltnet: Self-hostable chat network for AI agents. Pre-built bridges for Claude Code, Codex, and the Claws. Rooms, DMs, history. No Slack bots, no Matrix, no glue code. GitHub - tamerh/enju: Coordinating Humans, AI Agents, and Compute as Peers on a Shared Workflow Graph Show HN: Continuity-auth – Respect-weighted rate limits for the open web GitHub - luml-ai/luml: AI lifecycle platform where engineers and agents track experiments, train models, and ship to production. GitHub - mrdanielcasper/CoreTex: A UNIX-inspired, biomimetic, flat-file AI harness and knowledge engine. GitHub - clemg/pierre-github: Pierre's diffs.com and trees.software for Github GitHub - lyriks-io/unspaghettit: Behavior-driven AI development without prompt spaghetti. GitHub - sofumel/claude-handoff-revive: Resume Claude Code work after rate/usage/context limits without replaying the prior transcript. Auto-saves at 90%/95% usage. Plugin-installable, 10 languages. GitHub - dotexorg/saferpc: Typed, end-to-end encrypted RPC over any bidirectional channel. GitHub - BeeZeeAgent/beezee: Agent harness orchestration Legato Next.js Boilerplate for Internal Tools · CoreUI GitHub - clark-labs-inc/clark-hash: Clark Hash, 32x smaller searchable sketches for embeddings GitHub - ZeroPointRepo/youtube-mcp: The fastest YouTube transcript + YouTube search MCP for AI agents. Try for free. Typing Mastery — climb toward 100+ WPM, deliberately GitHub - Andebugulin/Awareen GitHub - fayzan123/claude-workflow-composer: Visual desktop app for composing multi-agent coding workflows. Drag agents, attach skills and MCPs, wire handoffs, export to .claude/ GitHub - harshaneel/humanize: Best static AI text humanizer. Two research-grounded skills that work in any LLM (Claude, ChatGPT, Gemini, Codex): humanize beats perplexity-based detectors, ai-check produces forensic scoring with evidence-quoted flags. Nine levers, 50+ peer-reviewed sources, 2024-2026 detection literature. GitHub - StackOneHQ/stack-nudge GitHub - nodes-app/swift-markdown-engine: A native AppKit Markdown editor for macOS, built on TextKit 2 and bridged to SwiftUI. We hardened an LLM agent. Each defense we added made it more exploitable. GitHub - alkait/WhatsKept: Agent-queryable WhatsApp history from an iOS backup — a single Go binary. GitHub - octelium/cordium: Open-source, general-purpose sandbox platform for devs and AI agents that provides identity-based secure access to infrastructure without credentials. WAR.GOV/UFO Microfilm5 GitHub - scosman/videowright: Build animated explainer videos with your coding agent GitHub - dipankar/dscode: The code editor you can take apart. GitHub - zoharbabin/web-researcher-mcp: MCP server (Go) for AI assistants: web search, content extraction, academic/patent/news research. Multi-provider routing, 4-tier scraping, search lenses. Works with Claude, Cursor, and any MCP client. GitHub - ruvnet/RuView: π RuView turns commodity WiFi signals into real-time spatial intelligence, vital sign monitoring, and presence detection — all without a single pixel of video. GitHub - scanaislop/aislop: Catch the slop AI coding agents leave in your code: narrative comments, swallowed exceptions, as-any casts, dead code, oversized functions. 50+ rules across 7 languages (TypeScript, JavaScript, Python, Go, Rust, Ruby, PHP). Sub-second, deterministic, no LLM at runtime. MIT-licensed. GitHub - kouhxp/cheap-im: CPU-only voice agent approximating Thinking Machines' Interaction Models demo GitHub - unprovable/OrchidMantis: Orchid Mantis — standalone framework for Zero-Knowledge Proofs of eXploit (ZKPoX). GitHub - MarcellM01/TinySearch: Shrink the web for your local LLMs! GitHub - TangibleResearch/Halgorithem: A Algo designed to detect AI Hallucitions GitHub - DO-SAY-GO/freelang: I love freelang GitHub - CarpseDeam/Aura-IDE: An AI coding harness that shaped itself - Planner/Worker agents, repo awareness, surgical edits, validation, recovery, and safe diff approvals. GitHub - chojs23/concord: A feature-rich TUI client for Discord GitHub - tommyjepsen/awesome-ux-skills: UX & AI Product designs skills you can use today in Claude Code GitHub - aerf-spec/aerf: Agent Evidence Receipt Format (AERF) — an open specification for tamper-evident, independently verifiable records of AI agent actions. GitHub - kklimuk/docx-cli: CLI for AI agents (Claude, Codex) to read, edit, and comment on .docx files with full format fidelity. GitHub - Jwrede/tokentoll: Catch LLM cost changes in code review. Infracost for LLM spend. GitHub - samchon/ttsc: A `typescript-go` toolchain for compiler-powered plugins and type-safe execution + 500x faster lint integrated into compiler GitHub - Higangssh/homebutler: 🏠 Manage your homelab from chat. Single binary, zero dependencies. GitHub - olalie/tapmap: See where your computer connects and what stands out on a live world map. GitHub - Diplomat-ai/diplomat-agent: What can your AI agent do to the real world? Scan your code. See which tool calls have zero checks GitHub - Bajusz15/beacon: Open-source agent for secure remote access, monitoring, and deploys across home-lab and self-hosted machines like Raspberry Pi, N100, or any Linux server. Open web based TTY or tunnel Home Assistant and other local services securely without opening ports. BigTech AI News - Chrome 应用商店 GitHub - vinhnx/VTCode: VT Code is an open-source coding agent with LLM-native code understanding and robust shell safety. Supports multiple LLM providers with automatic failover and efficient context management. GitHub - michaelaz774/decision-engine: A decision operating system for startup founders, powered by Claude Code. Synthesizes wisdom from 25+ legendary founders and investors into interactive AI-driven decision frameworks. GitHub - Chrilleweb/dotenv-diff: Validate environment variable usage in your codebase GitHub - Lumen-Labs/brainapi2: BrainAPI is a knowledge graph–powered AI memory layer that transforms unstructured data into structured knowledge, enabling intelligent search, recommendations, and contextual memory for AI agents and applications. GitHub - familiar-software/familiar: Let AI watch you work. Familiar lets your AI update its memory, skills, and knowledge by watching your screen. GitHub - skorotkiewicz/rudo: A small, elegant dock for Wayland GitHub - muxshed/shed: One stream in, or many. Every destination, simultaneously. No cloud middleman, no per-channel fees, no limits. make sidebar/address bar rounded corner toggleable
I gave a Raspberry Pi Zero W a Bluetooth soundbar to drive - Tsiry Sandratraina
tsiry · 2026-06-11 · via Show HN

I've had a Raspberry Pi Zero W sitting under my soundbar for about a year. The job description was simple: be the one device on the soundbar's Bluetooth allowlist so I never have to repair anything, and play whatever audio my MacBook shoves at it. That's it. No screen, no DAC, no hat. Just a tiny board acting as a permanent Bluetooth client.

Getting there involved more yak-shaving than I'd like to admit, so I eventually wrote a small Rust daemon to do it. It's called zerod. This post is about why it exists, what it actually does, and how the music ends up in my living room.

The setup, end to end


MacBook (rockbox-zig)  ──►  HLS (m3u8 + .m4s segments)  ──►  Pi Zero W (zerod)  ──►  ALSA  ──►  bluez-alsa  ──►  Bluetooth A2DP  ──►  soundbar

The MacBook runs rockbox-zig, a fork of Rockbox I've been hacking on, with a built-in HLS server bolted to its output stage. So the player itself is the source — no BlackHole loopback, no ffmpeg capture, no second process. It just exposes whatever it's currently decoding as an HLS playlist on the LAN.

The Pi pulls that playlist, decodes the AAC segments, and writes PCM into ALSA. ALSA hands it to BlueZ, which streams A2DP to the soundbar.

The Pi never disconnects from the soundbar. The MacBook never sees the soundbar at all. The Pi is the only paired device — that's the whole reason the soundbar works reliably. Anyone who's lived with multi-device Bluetooth knows what I'm talking about.

Why not just use what already exists

Honest answer: I tried.

  • Snapcast is fantastic but it wants its own server-client world, not "ingest an HLS URL." I'd be running a snapserver on the Mac and a snapclient on the Pi just to move PCM around — and rockbox-zig already speaks HLS.

  • shairport-sync is great if you want AirPlay, but I wanted the music player itself to be the source of truth, not a shim that re-wraps system audio.

  • bluealsa + a shell script + a systemd unit is what I ran for months. It worked. It was also impossible to debug from the couch, and every Bluetooth hiccup meant either SSH'ing in or walking over to the Pi.

What I actually wanted was one binary on the Pi that could (a) play an HLS stream to ALSA, (b) let me run bluetoothctl-equivalent commands from my laptop without SSH, (c) restart whatever systemd unit I'd inevitably wedge, and (d) edit snapserver.conf and friends without me opening another shell.

So I wrote it.

What zerod is

One Rust binary. When you run it with no arguments, it's a daemon exposing a gRPC API on port 50151. When you run it with subcommands, it's a CLI that talks to another zerod over the same API. Same binary on both sides.

The API surface is intentionally small:

  • HLS / MPEG-DASH playback — fetch a manifest, follow segments, decode with symphonia, push PCM to a sink.

  • BlueZ control — scan, pair, connect, disconnect. Just the verbs I actually use.

  • systemd control — start/stop/restart, restricted to an allowlist in zerod.toml so the daemon can't be turned into a generic remote systemctl.

  • ALSA volume — get/set any selem on any card.

  • Remote config edit — atomic read/write of a fixed set of files (snapserver.conf, shairport-sync.conf, etc.), with an optional reload-or-restart of the bound unit after every write.

Auth is a bearer token, three sources in order: zerod.toml, ZEROD_BEARER_TOKEN, or a random 32-byte one generated and logged once at startup. No TLS in v1 — the bind defaults to 0.0.0.0:50151 because I drive it from my laptop, and the bearer is the only line of defence. If the LAN ever stops being trusted, that's what WireGuard is for.

How it actually plays a stream

The player loop is the only part that's interesting. Everything else is a thin wrapper over a system library.


manifest fetch ──► segment prefetch ──► decode ──► gain ──► sink.write()
                            ▲                                    │
                            └────────── live-refresh task ───────┘

A few details that matter on the Pi Zero:

Symphonia, not gstreamer. Pure-Rust decode means no apt install dance, no plugin discovery, no surprise dynamic linking. The binary on the Pi is one file. For HLS-with-AAC-in-m4s that's the common case anyway, and Symphonia handles it cleanly.

ALSA directly via alsa-rs, not cpal. This was the war story. On macOS the player uses cpal like any well-behaved cross-platform tool. On Linux, the same code segfaulted inside libasound's PulseAudio plugin on Raspberry Pi OS — cpal's ALSA backend uses mmap mode, and something in the pulse-plugin path doesn't survive contact with it on the Pi. After a couple of evenings of gdb, I gave up trying to fix it in cpal and just went straight to snd_pcm_writei:


[target.'cfg(target_os = "linux")'.dependencies]
alsa = "0.9"

[target.'cfg(not(target_os = "linux"))'.dependencies]
cpal = "0.15"

That's the entire portability story. The sink trait is identical on both sides; only the implementation differs.

Live-edge starts. When the manifest is live, the player jumps to roughly the third-from-last segment instead of starting from the beginning. Otherwise you spend the first 30 seconds catching up to real-time and the laptop audio is hilariously behind the speaker:


if snap.is_live {
    let n = snap.segments.len();
    if n > 3 {
        next_play_seq = snap.segments[n - 3].seq;
    }
}

Per-stream gain in the loop. Independent from the ALSA mixer — I apply a 0..=100 scale to the i16 samples before they hit the sink. The system volume stays where the soundbar likes it; I attenuate per-stream:


fn apply_gain(samples: &mut [i16], volume_percent: u32) {
    if volume_percent >= 100 { return; }
    let num = volume_percent as i32;
    for s in samples {
        *s = ((*s as i32).saturating_mul(num) / 100) as i16;
    }
}

A saturating_mul keeps me away from i32 overflow on samples near the rails. Divide by 100 stays inside i16. Cheap, predictable, runs fine on a 1GHz ARMv6.

Cross-compiling for the Zero

The Pi Zero W is ARMv6 — arm-unknown-linux-gnueabihf, not aarch64. cross handles most of it, but three things bit me hard enough that they're permanently committed to the per-target Dockerfile:

  1. 1.

    protoc from the cross base image is too old for proto3 optional. I pin 25.1 from upstream.

  2. 2.

    libsystemd0:armhf has to be installed explicitly so the multiarch linker can find it during the zbus build.

  3. 3.

    An rpath-link rustflag so transitive .so dependencies resolve at link time without polluting the final binary's RPATH.

If you ever cross-compile a Rust daemon for the original Pi Zero and run into the same wall, those three are what I'd check first.

How I actually use it day to day

The Pi is on the LAN as pizero.local. On the MacBook:


export ZEROD_HOST=pizero.local
export ZEROD_BEARER_TOKEN="$(cat ~/.zerod-token)"

Then a typical session looks like:


# pair the soundbar (one-time)
zerod bluetooth scan --timeout-secs 5
zerod bluetooth connect AA:BB:CC:DD:EE:FF


# start the laptop's HLS server 
rockboxd

# tell the Pi to play it
zerod stream play http://macbook.local:7882/hls/audio.m3u8
zerod stream volume set 80

When the soundbar wakes up grumpy after a power cycle:


zerod bluetooth disconnect AA:BB:CC:DD:EE:FF
zerod bluetooth connect    AA:BB:CC:DD:EE:FF

When BlueZ itself gets stuck (it happens, on every Linux distro, forever):


zerod systemd restart bluetooth.service

It's a fresh project — the binary has only been on the Pi for a few days — but so far I haven't had to SSH in once. That was the whole point.

What I'd do differently

A few things I'm already eyeing:

  • mDNS discovery. Hardcoding pizero.local works, but multiple zerod boxes on one LAN means I'm typing --host again.

  • Opus over the wire. HLS-with-AAC is convenient because every encoder produces it, but Opus at 96kbps would be plenty for a soundbar and would shrink the latency budget.

  • Some form of "now playing" passthrough. Right now I lose track metadata at the BlackHole capture point. ICY-style metadata on the segment fetcher would be enough — I don't need MPRIS.

None of those are blocking. It does the one job I gave it, which is all I asked.

Source

github.com/tsirysndr/zerod — MIT, prebuilt tarballs for the ARMv6 / ARM64 / x86_64 / Apple Silicon / Intel Mac matrix on every release tag, brew install tsirysndr/tap/zerod if that's your thing.