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

N
News and Events Feed by Topic
S
Schneier on Security
cs.CL updates on arXiv.org
cs.CL updates on arXiv.org
Scott Helme
Scott Helme
V
Vulnerabilities – Threatpost
Cyberwarzone
Cyberwarzone
C
Cybersecurity and Infrastructure Security Agency CISA
Latest news
Latest news
Google Online Security Blog
Google Online Security Blog
Google DeepMind News
Google DeepMind News
K
Kaspersky official blog
Forbes - Security
Forbes - Security
T
Tenable Blog
The Last Watchdog
The Last Watchdog
T
Tor Project blog
D
Darknet – Hacking Tools, Hacker News & Cyber Security
Simon Willison's Weblog
Simon Willison's Weblog
Project Zero
Project Zero
O
OpenAI News
L
LINUX DO - 热门话题
P
Privacy International News Feed
月光博客
月光博客
cs.AI updates on arXiv.org
cs.AI updates on arXiv.org
Apple Machine Learning Research
Apple Machine Learning Research
C
Cyber Attacks, Cyber Crime and Cyber Security
量子位
博客园 - 【当耐特】
罗磊的独立博客
T
Threatpost
Application and Cybersecurity Blog
Application and Cybersecurity Blog
C
Cisco Blogs
S
SegmentFault 最新的问题
博客园 - 三生石上(FineUI控件)
N
News | PayPal Newsroom
腾讯CDC
Security Latest
Security Latest
J
Java Code Geeks
L
LINUX DO - 最新话题
N
Netflix TechBlog - Medium
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
T
The Exploit Database - CXSecurity.com
L
Lohrmann on Cybersecurity
D
Docker
Spread Privacy
Spread Privacy
S
Security @ Cisco Blogs
A
Arctic Wolf
H
Hacker News: Front Page
Help Net Security
Help Net Security
Recorded Future
Recorded Future
V2EX - 技术
V2EX - 技术

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 - smol-machines/smolvm: Tool to build & run portable, lightweight, self-contained virtual machines.
binsquare · 2026-04-18 · via Hacker News: Show HN

smol machines

Discord Release License

Ship and run software with isolation by default.

This is a CLI tool that lets you:

  1. Manage and run custom Linux virtual machines locally with: sub-second cold start, cross-platform (macOS, Linux), elastic memory usage.
  2. Pack a stateful virtual machine into a single file (.smolmachine) to rehydrate on any supported platform.

Install

# install (macOS + Linux)
curl -sSL https://smolmachines.com/install.sh | bash

# for coding agents — install + discover all commands
curl -sSL https://smolmachines.com/install.sh | bash && smolvm --help

Or download from GitHub Releases, and place it into ~/.local/share/.

Quick Start

# run a command in an ephemeral VM (cleaned up after exit)
smolvm machine run --net --image alpine -- sh -c "echo 'Hello world from a microVM' && uname -a"

# interactive shell
smolvm machine run --net -it --image alpine -- /bin/sh
# inside the VM: apk add sl && sl && exit

Use This For

Sandbox untrusted code — run untrusted programs in a hardware-isolated VM. Host filesystem, network, and credentials are separated by a hypervisor boundary.

# network is off by default — untrusted code can't phone home
smolvm machine run --image alpine -- nslookup example.com
# fails — no network access

# lock down egress — only allow specific hosts
smolvm machine run --net --image alpine --allow-host registry.npmjs.org -- wget -q -O /dev/null https://registry.npmjs.org
# works — allowed host

smolvm machine run --net --image alpine --allow-host registry.npmjs.org -- wget -q -O /dev/null https://google.com
# fails — not in allow list

Pack into portable executables — turn any workload into a self-contained binary. All dependencies are pre-baked — no install step, no runtime downloads, boots in <200ms.

smolvm pack create --image python:3.12-alpine -o ./python312
./python312 run -- python3 --version
# Python 3.12.x — isolated, no pyenv/venv/conda needed

Persistent machines for development — create, stop, start. Installed packages survive restarts.

smolvm machine create --net myvm
smolvm machine start --name myvm
smolvm machine exec --name myvm -- apk add sl
smolvm machine exec --name myvm -it -- /bin/sh
# inside: sl, ls, uname -a — type 'exit' to leave
smolvm machine stop --name myvm

Use git and SSH without exposing keys — forward your host SSH agent into the VM. Private keys never enter the guest — the hypervisor enforces this. Requires an SSH agent running on your host (ssh-add -l to check).

smolvm machine run --ssh-agent --net --image alpine -- sh -c "apk add -q openssh-client && ssh-add -l"
# lists your host keys, but they can't be extracted from inside the VM

smolvm machine exec --name myvm -- git clone git@github.com:org/private-repo.git

Declare environments with a Smolfile — reproducible VM config in a simple TOML file.

image = "python:3.12-alpine"
net = true

[network]
allow_hosts = ["api.stripe.com", "db.example.com"]

[dev]
init = ["pip install -r requirements.txt"]
volumes = ["./src:/app"]

[auth]
ssh_agent = true
smolvm machine create myvm -s Smolfile
smolvm machine start --name myvm

More examples: python · node · doom

How It Works

Each workload gets real hardware isolation — its own kernel on Hypervisor.framework (macOS) or KVM (Linux). libkrun VMM with custom kernel: libkrunfw. Pack it into a .smolmachine and it runs anywhere the host architecture matches, with zero dependencies.

Images use the OCI format — the same open standard Docker uses. Any image on Docker Hub, ghcr.io, or other OCI registries can be pulled and booted as a microVM. No Docker daemon required.

Defaults: 4 vCPUs, 8 GiB RAM. Memory is elastic via virtio balloon — the host only commits what the guest actually uses and reclaims the rest automatically. vCPU threads sleep in the hypervisor when idle, so over-provisioning has near-zero cost. Override with --cpus and --mem.

Comparison

smolvm Containers Colima QEMU Firecracker Kata
Isolation VM per workload Namespace (shared kernel) Namespace (1 VM) Separate VM Separate VM VM per container
Boot time <200ms ~100ms ~seconds ~15-30s <125ms ~500ms
Architecture Library (libkrun) Daemon Daemon (in VM) Process Process Runtime stack
Per-workload VMs Yes No No (shared) Yes Yes Yes
macOS native Yes Via Docker VM Yes (krunkit) Yes No No
Embeddable SDK Yes No No No No No
Portable artifacts .smolmachine Images (need daemon) No No No No

Platform Support

Host Guest Requirements
macOS Apple Silicon arm64 Linux macOS 11+
macOS Intel x86_64 Linux macOS 11+ (untested)
Linux x86_64 x86_64 Linux KVM (/dev/kvm)
Linux aarch64 aarch64 Linux KVM (/dev/kvm)

Known Limitations

  • Network is opt-in (--net on machine create). TCP/UDP only, no ICMP.
  • Volume mounts: directories only (no single files). Mounting at /workspace (-v /host/dir:/workspace) takes priority over the default storage-disk workspace — your host directory is used instead.
  • macOS: binary must be signed with Hypervisor.framework entitlements.
  • --ssh-agent requires an SSH agent running on the host (SSH_AUTH_SOCK must be set).
  • GPU acceleration requires libkrun built with GPU=1 and virglrenderer + a Vulkan driver on the host (see GPU Acceleration below).

GPU Acceleration

smolvm exposes the host GPU to guests via virtio-gpu / Venus (Vulkan-over-virtio). Guest workloads see a real Vulkan device; on Linux + Intel this renders as:

ANGLE (Intel, Vulkan 1.4 (Virtio-GPU Venus (Intel(R) UHD Graphics ...)), venus)

Host requirements

macOS — virglrenderer and MoltenVK are bundled in the smolvm distribution. No extra installs needed.

Linux — virglrenderer and a host Vulkan driver must be installed from the system package manager:

Distro Packages
Alpine apk add virglrenderer mesa-vulkan-intel (or mesa-vulkan-ati for AMD)
Debian/Ubuntu apt install virglrenderer0 mesa-vulkan-drivers

virglrenderer depends on libEGL and libdrm from the host GPU driver stack — these are hardware-specific and cannot be bundled. Any GPU-capable Linux host will already have them installed via its GPU driver.

Usage

# CLI
smolvm machine run --gpu --image alpine -- vulkaninfo --summary

# Smolfile
# gpu = true
# gpu_vram = 2048   # MiB, default 4096

The guest Vulkan loader must be pointed at the virtio ICD:

export VK_ICD_FILENAMES=/usr/share/vulkan/icd.d/virtio_icd.x86_64.json

Headless browser example

See examples/headless-browser/ for a working Chromium setup using ANGLE + Venus for hardware-accelerated WebGL inside a headless VM.

Development

See docs/DEVELOPMENT.md.

Apache-2.0 · made by @binsquare · twitter · github