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

I
Intezer
D
DataBreaches.Net
罗磊的独立博客
P
Proofpoint News Feed
大猫的无限游戏
大猫的无限游戏
博客园 - 聂微东
A
Arctic Wolf
C
Cyber Attacks, Cyber Crime and Cyber Security
Security Latest
Security Latest
Stack Overflow Blog
Stack Overflow Blog
S
Security @ Cisco Blogs
博客园 - Franky
L
LangChain Blog
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
L
LINUX DO - 最新话题
SecWiki News
SecWiki News
H
Help Net Security
Recent Commits to openclaw:main
Recent Commits to openclaw:main
Vercel News
Vercel News
G
Google Developers Blog
TaoSecurity Blog
TaoSecurity Blog
B
Blog
I
InfoQ
V
Visual Studio Blog
S
Security Affairs
Help Net Security
Help Net Security
腾讯CDC
Apple Machine Learning Research
Apple Machine Learning Research
N
News | PayPal Newsroom
Application and Cybersecurity Blog
Application and Cybersecurity Blog
T
Threatpost
Engineering at Meta
Engineering at Meta
PCI Perspectives
PCI Perspectives
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
美团技术团队
S
Secure Thoughts
F
Fortinet All Blogs
Google DeepMind News
Google DeepMind News
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
V
V2EX
人人都是产品经理
人人都是产品经理
V
Vulnerabilities – Threatpost
aimingoo的专栏
aimingoo的专栏
A
About on SuperTechFans
MongoDB | Blog
MongoDB | Blog
Cloudbric
Cloudbric
T
Threat Research - Cisco Blogs
Exploit-DB.com RSS Feed
Exploit-DB.com RSS Feed
宝玉的分享
宝玉的分享
F
Full Disclosure

Show HN

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 - pileax-ai/pileax: PileaX is an all-in-one AI knowledge base system. 🍀 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 - matisiekpl/neond: DX-focused control plane for Postgres dedicated to non-critical workloads. Your postgres:latest replacement 🐘 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
AI Commander — Remote Shell for AI Agents
coderai · 2026-06-19 · via Show HN

Ask AI to run commands Works in minutes No network setup

Run commands on remote computers by asking AI.

A remote shell for AI agents. Let Claude, ChatGPT, Codex, or any AI assistant run real shell commands on machines you own.

No exposed SSH, no open ports, no VPN.

AI COMMANDER

How it works

Install a small app on any computer you manage — a server, cloud VM, or Raspberry Pi. Then ask ChatGPT, Claude, or another AI assistant to do something using its short code. The result comes right back, with nothing to open up or expose.

nothing is stored

you ask

secure link

no open ports

YOUR AI

YOU what's using disk space on AIC-7K3P…

CLAUDE Mostly old CCTV recordings — 218 GB.

YOUR MACHINE

your-machine — terminal

SESSION AIC-7K3P-WX9M-RTBN

$ du -sh /storage/*

218G /storage/cctv

46G /storage/photos

run ▸

Like having someone at the keyboard — except it's your AI, and you just ask in plain words.

How to use it

Up and running in three steps

Install the app, share the machine code, and ask your AI what to do. The app connects out on its own, so there are no firewall changes.

1

Install and get a code

On Linux — a cloud server, home server, or Raspberry Pi — paste one line. On Mac or Windows, install the desktop app. You get a stable code like AIC-7K3P-WX9M-RTBN.

2

Talk to your machine

Give the code to ChatGPT, Claude, or another AI assistant, then ask in plain words. It runs the command on that machine and shows you the result.

3

Sign in to manage your fleet

Sign in when you want to keep machines in one place and give them names like prod-db. You do not need an account to try it.

Install the app

Put the app on the machine you want to control

Pick your platform. The app gives you the machine code you will use to connect.

$ curl -fsSL https://aicommander.dev/install | sudo bash

Runs quietly in the background · works on servers, cloud VMs, and Raspberry Pi

Full install docs →

One command

Connect your AI tool

Works with Claude, ChatGPT, Codex, and more. You can try a new machine for the first hour without an account; sign in for ongoing access. Most AI tools connect with one command:

$ claude mcp add --transport http aicommander https://aicommander.dev/mcp

$ codex mcp add aicommander --url https://aicommander.dev/mcp

$ opencode mcp add aicommander --url https://aicommander.dev/mcp

$ pi install npm:@aicommander/mcp

Or just ask any AI in plain words — it figures out the rest:
use aicommander.dev to connect to AIC-XXX

Using Cursor, Windsurf, ChatGPT, or Claude Desktop instead? All connection guides →

Your choice

Three ways to connect

Each option does the same job: it lets your AI run something on your machine. Pick the one that fits the tool you already use.

1

MCP

The simplest path for Claude, Codex, opencode, Cursor, ChatGPT, and other MCP clients. Run one command and you're connected. Setup →

2

API

Prefer plain web requests? Send the code and your command to a simple web address. Anything that can call a URL — a script, a scheduled job, or a chatbot — can drive a machine. API docs →

3

SKILL.md

Drop a ready-made Skill into any AI agent that supports skills. Then mention a machine code and it works. Install the Skill →

Why AI Commander

Built for doing the work, not watching a screen

A simple, direct way for your AI to work on a real machine: install a small app, use the machine code, and ask. Great for checking logs, running tests, restarting an app, or managing a machine with no screen — with nothing left open or exposed.

AI Commander SSH TeamViewer Tailscale + SSH
Built for AI ✓ built in manual screen-first
Works with Claude, ChatGPT, Codex ✓ built in
No open ports needed ✗ needs a port
No screen needed ✓ headless ✗ screen needed
Works behind a firewall extra setup
What you get back Text you can read Text you can read A screen to watch extra setup

Security

Security built into the core, not bolted on

We give an AI real access to your machine — so security comes first. Safe by default, and honest about the limits.

Nothing to expose

The app only reaches out — nothing on your machine waits for incoming connections. There's no open door to find or attack, and it works behind firewalls untouched.

Codes are never stored as-is

We never keep your codes or keys in readable form. Even if our database leaked, there'd be nothing usable in it — and you can cancel a key anytime.

Access doesn't linger

Access refreshes on its own and quietly expires. Keys go dormant until you sign in again, so a forgotten one can't keep working forever.

Nothing is saved

Your commands and their results are never logged or saved. They pass through and are gone — and each machine stays separate from the others.

Easy to try, safe by default

A brand-new code works for anyone for one hour, so it's easy to get started. After that, only approved accounts can use it — until you choose to reset and clear access.

Hard to trick

Whatever a machine sends back is treated as plain results to show you, not as new orders to follow — so a sneaky line in a log is far less likely to fool the AI.

Honest about the limits. This is real access to your machine, not a locked-down sandbox. Everything travels encrypted, and we never store your commands or their results. Your code is the key — keep it private, like a password. Read the full security model →