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

宝玉的分享
宝玉的分享
酷 壳 – CoolShell
酷 壳 – CoolShell
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
Security @ Cisco Blogs
小众软件
小众软件
D
Docker
博客园_首页
A
About on SuperTechFans
P
Privacy International News Feed
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
A
Arctic Wolf
Spread Privacy
Spread Privacy
有赞技术团队
有赞技术团队
T
Tailwind CSS Blog
Latest news
Latest news
WordPress大学
WordPress大学
CTFtime.org: upcoming CTF events
CTFtime.org: upcoming CTF events
T
The Exploit Database - CXSecurity.com
C
Cybersecurity and Infrastructure Security Agency CISA
大猫的无限游戏
大猫的无限游戏
cs.CV updates on arXiv.org
cs.CV updates on arXiv.org
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
K
Kaspersky official blog
V2EX - 技术
V2EX - 技术
SecWiki News
SecWiki News
U
Unit 42
GbyAI
GbyAI
H
Hackread – Cybersecurity News, Data Breaches, AI and More
L
LINUX DO - 热门话题
S
Security Affairs
Y
Y Combinator Blog
aimingoo的专栏
aimingoo的专栏
Blog — PlanetScale
Blog — PlanetScale
MongoDB | Blog
MongoDB | Blog
博客园 - 【当耐特】
The GitHub Blog
The GitHub Blog
T
Tenable Blog
W
WeLiveSecurity
Cloudbric
Cloudbric
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
G
Google Developers Blog
Application and Cybersecurity Blog
Application and Cybersecurity Blog
N
Netflix TechBlog - Medium
F
Full Disclosure
N
News and Events Feed by Topic
D
DataBreaches.Net
P
Proofpoint News Feed
B
Blog RSS Feed
B
Blog
cs.CL updates on arXiv.org
cs.CL updates on arXiv.org

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 - awebai/aweb-team-coord-worktrees: An aweb team template for a minimum team with a permanent coordinator and worktrees with local developers.
juanre · 2026-05-29 · via Hacker News: Show HN

Aweb team template: coordinator + developer/reviewer

A minimal Aweb team template with one long-lived coordinator and two repo-isolated coding agents:

  • coordinator — local coordinator responsibility, home under agents/home/coordinator/, work points at the project repo root
  • developer — local developer responsibility, home under agents/home/developer/, work points at agents/worktrees/developer/
  • reviewer — local reviewer responsibility, home under agents/home/reviewer/, work points at agents/worktrees/reviewer/

This template is source input for the aw agents CLI. It does not contain final per-human aliases, DIDs, global addresses, certificates, or private keys. Those are generated per human under ignored .aw/ state.

Install aw

npm install -g @awebai/aw
aw version

Bootstrap

Run from the root of the work repo where the agents should operate:

cd /path/to/your/project
aw agents bootstrap https://github.com/awebai/aweb-team-coord-worktrees.git \
  --username <username> \
  --identity-prefix <your-name>

Bootstrap creates an agents/ directory inside the project repo. If agents/ already exists, bootstrap fails before any side effects. Choose another name only when your repo already uses agents/ for something else:

aw agents bootstrap https://github.com/awebai/aweb-team-coord-worktrees.git \
  --username <username> \
  --identity-prefix <your-name> \
  --agents-dir aweb-agents

If you want hosted onboarding prompts, omit --username. The naming policy in team.yaml allocates per-human aliases automatically. Use --identity-prefix or set AWEB_IDENTITY_PREFIX so each human gets distinct team aliases and any global agents you add later get unique public names.

Preview first:

aw agents bootstrap https://github.com/awebai/aweb-team-coord-worktrees.git \
  --username <username> \
  --identity-prefix <your-name> \
  --dry-run

Legacy compatibility

The old out-of-repo bootstrap mode still exists for compatibility. It is selected only when you pass --work-directory or --work-repo-url:

aw agents bootstrap https://github.com/awebai/aweb-team-coord-worktrees.git \
  --username <username> \
  --work-directory /path/to/your/repo

Do not combine --agents-dir with legacy work flags. Legacy mode is for old scripts and does not use this template's project-local agents/home/ plus agents/worktrees/ layout.

Default in-repo output

After bootstrap you should have:

your-project/
├─ agents/
│  ├─ docs/
│  ├─ roles/
│  ├─ team.yaml
│  ├─ home/
│  │  ├─ coordinator/
│  │  │  ├─ .aw/
│  │  │  ├─ AGENTS.md
│  │  │  └─ work -> ../../..
│  │  ├─ developer/
│  │  │  ├─ .aw/
│  │  │  ├─ AGENTS.md
│  │  │  └─ work -> ../../worktrees/developer
│  │  └─ reviewer/
│  │     ├─ .aw/
│  │     ├─ AGENTS.md
│  │     └─ work -> ../../worktrees/reviewer
│  └─ worktrees/
│     ├─ developer/
│     └─ reviewer/
├─ .gitignore               # bootstrap adds scoped ignores for .aw/ and worktrees/
└─ ...

Start the coordinator first:

cd agents/home/coordinator
claude

Then start the worktree agents when there is implementation or review work:

cd agents/home/developer
claude

cd agents/home/reviewer
claude

Related skills and templates

If your coding agent supports aweb skills (for example through @awebai/pi), load these when useful:

  • aweb-bootstrap — choose the right team source, work-directory/work-repo-url shape, worktree-agent policy, and rerun safety.
  • aweb-coordination — day-to-day work loop, claims, handoffs, and shared state.
  • aweb-messaging — mail/chat response policy and wake-up events.
  • aweb-team-membership — invites, active team, certificates, hosted vs BYOT, and addressability.
  • aweb-identity — identity, custody, did:key/did:aw, key rotation, and inbound mode.

Other maintained templates:

Team model

The coordinator is the stable, long-lived team surface for intake and routing. The developer and reviewer are local worktree agents for code changes. Code edits should happen through each agent's work/ symlink:

  • agents/home/developer/work -> agents/worktrees/developer
  • agents/home/reviewer/work -> agents/worktrees/reviewer

The coordinator should:

  1. clarify goals and acceptance criteria;
  2. route implementation work to the allocated alias for the developer responsibility;
  3. route review to the allocated alias for the reviewer responsibility;
  4. decide whether to request amendments, merge, or escalate.

Structure

team.yaml                    # identity-free roles, responsibilities, work bindings, and naming policy

docs/team.md                 # shared team operating instructions

roles/coordinator.md         # coordinator role playbook
roles/developer.md           # developer role playbook
roles/reviewer.md            # reviewer role playbook

home/coordinator/AGENTS.md   # coordinator home template
home/developer/AGENTS.md     # developer home template
home/reviewer/AGENTS.md      # reviewer home template

Included team

Responsibility Identity scope Role name Work binding
Coordinator local coordinator repo root
Developer local developer git worktree
Reviewer local reviewer git worktree

Default naming policy:

  • Local team aliases use <identity-prefix>-<classic-name>, for example juan-alice, juan-bob, juan-charlie.
  • Global team aliases, for agents added later with aw agents add --global, use <identity-prefix>-<classic-name>.
  • Global namespace addresses, for agents added later with aw agents add --global, use <identity-prefix>-<responsibility>.

For example, if Juan bootstraps with --identity-prefix juan, the default coordinator/developer/reviewer aliases are juan-alice, juan-bob, and juan-charlie. If Juan later adds a public global support responsibility, its namespace address can be juan-support. If Maria provisions the same committed layout later with --identity-prefix maria, she receives maria-alice, maria-bob, and maria-charlie with distinct DIDs, certificates, aliases, and any future global addresses without changing committed team.yaml.

Second human on the same repo

Human A commits the generated layout:

git add agents .gitignore
git commit -m "Add aweb agents layout"

Human B clones the same repo and joins the same team with an invite:

git clone <repo-url>
cd <repo>
aw agents provision --invite-token "$AWEB_INVITE_TOKEN" --identity-prefix maria

Human B's private keys, DIDs, certificates, and local .aw/ state are generated locally under agents/home/*/.aw/ and are ignored by git. The committed agents/team.yaml, roles, docs, and home templates stay identity-free.

BYOT example

Bring Your Own Team (BYOT, including your own namespace/domain controller):

aw agents bootstrap https://github.com/awebai/aweb-team-coord-worktrees.git \
  --aweb-url http://localhost:8000 \
  --registry http://localhost:8010 \
  --namespace example.com \
  --team coord-worktrees \
  --identity-prefix <your-name>

If you do not yet have a local controller key for the namespace:

aw id namespace prepare-controller --domain example.com

Real-time awakenings for mail/chat (recommended)

By default, agents do not automatically wake up when they receive aweb mail/chat. Without a wake-up path, ask them to check:

aw mail inbox
aw chat pending

Solutions:

  • Claude Code: install the channel plugin from inside claude:

    /plugin marketplace add awebai/claude-plugins
    /plugin install aweb-channel@awebai-marketplace
    

    then restart with:

    claude --dangerously-load-development-channels plugin:aweb-channel@awebai-marketplace
  • Codex:

  • Pi:

    pi install npm:@awebai/pi@latest

License

This template is open source under the MIT License.