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
Recent Commits to openclaw:main
Recent Commits to openclaw:main
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
T
Tailwind CSS Blog
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
罗磊的独立博客
V
Visual Studio Blog
爱范儿
爱范儿
H
Help Net Security
J
Java Code Geeks
I
InfoQ
Recent Announcements
Recent Announcements
H
Hackread – Cybersecurity News, Data Breaches, AI and More
Recorded Future
Recorded Future
Jina AI
Jina AI
Microsoft Security Blog
Microsoft Security Blog
WordPress大学
WordPress大学
GbyAI
GbyAI
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
CTFtime.org: upcoming CTF events
CTFtime.org: upcoming CTF events
Y
Y Combinator Blog
Google DeepMind News
Google DeepMind News
Scott Helme
Scott Helme
S
SegmentFault 最新的问题
S
Securelist
L
LINUX DO - 热门话题
Cyberwarzone
Cyberwarzone
C
Cisco Blogs
Simon Willison's Weblog
Simon Willison's Weblog
G
Google Developers Blog
酷 壳 – CoolShell
酷 壳 – CoolShell
博客园 - 叶小钗
T
The Blog of Author Tim Ferriss
博客园_首页
B
Blog
F
Fortinet All Blogs
AWS News Blog
AWS News Blog
V
Vulnerabilities – Threatpost
S
Secure Thoughts
cs.AI updates on arXiv.org
cs.AI updates on arXiv.org
Forbes - Security
Forbes - Security
S
Security @ Cisco Blogs
T
Threat Research - Cisco Blogs
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
S
Schneier on Security
Project Zero
Project Zero
Martin Fowler
Martin Fowler
C
Cybersecurity and Infrastructure Security Agency CISA
N
Netflix TechBlog - Medium
N
News and Events Feed by Topic

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%
argusred — security scan and pen test · ArgusRed
2026-06-09 · via Hacker News: Show HN

Audit your code. Or attack it.

Two modes in one CLI. Security Scan reads the code. Pen Test attempts the exploits against systems you authorise.

$ brew install CosineAI/argusred/argusred && argusred

$ curl -fsSL https://raw.githubusercontent.com/CosineAI/argusred-dist/main/install.sh | sh

PS> Windows support is coming soon.

Pick modules, set the agent’s permissions, optionally turn on exploit verification, run. Output is a markdown report — location, severity, cause, and fix direction for every finding it could ground in your code.

Free install. The first run opens a quick Cosine sign-up — the same login that runs Cosine’s coding agent — and new accounts start with 2M free tokens.

$ cd path/to/your/repo

$ argusred

→ first run opens a Cosine sign-up — you start with 2M free tokens

Before the scan runs.

argusred v2.0.19 · Security Scan · setup

Scan Scope — 5 of 8 active

[×]Dependency Vulnerability Analysis

[×]Secret & Credential Detection

[×]SQL Injection / XSS Vectors

[ ]Authentication & Session Flows

[×]Input Validation & Sanitisation

[ ]CORS & CSP Misconfigurations

[ ]Cryptographic Weakness Scan

[×]File Permission & Access Controls

Exploit Verification

Optionally verify reported findings by attempting safe exploit reproduction after the initial report.

Exploit Verification (•) Disabled ( ) Docker ( ) Live FS

Agent Permissions

Terminal Access ( ) Enabled (•) Disabled ( ) Sandboxed

Network Requests ( ) Enabled (•) Disabled ( ) Sandboxed

File Write ( ) Enabled ( ) Disabled (•) Sandboxed

scroll 0% · a start · tab next · shift+tab prev · q quit

Verify the findings.

Don’t just report a vulnerability — prove it. Turn on Exploit Verification and the agent attempts a safe reproduction of each finding after the initial report, so what lands in front of you is confirmed, not theoretical.

  • Docker — reproduction runs inside an ephemeral, isolated container spun up from your repo. Nothing touches your host; the container is torn down when it finishes.
  • Live FS — reproduction runs against your actual checkout, for findings that only manifest in a real environment. Your code stays read-only — the Go harness still blocks writes.
  • Disabled (default) — report only, no reproduction attempts.

See the output.

Read a sample report

.argusred/scan-2026-06-05.md

# Bank of Anthos — Security Audit Report

29,846 LOC / 391 files · 6 of 8 modules


## 1. Executive Summary

Overall risk rating: CRITICAL

Multiple critical and high-severity vulnerabilities:

  • Forgeable tokens across every ledger servicebalancereader, transactionhistory, and ledgerwriter verify JWTs against a single shared RSA public key with no issuer or audience claim binding. Combined with the hardcoded private key in the repo (see below), a token signed off-cluster passes verification at every service and authorises any account; per-service trust collapses to “do you have the repo.”
  • Disabled JWT signature verification in the frontend authentication helper
  • Integer overflow in financial transaction validation allowing balance bypass
  • SSRF and open redirect in the OAuth consent flow
  • Credentials transmitted in URL query strings on the login flow
  • Hardcoded secrets in version control, including an RSA private key used to sign JWTs

[ trimmed — full report includes per-module findings ]

Watch a scan run · 1m 26s

Won’t do.

  • Won’t modify your code. Read-only is enforced by the Go harness below the model — every tool call is intercepted before execution; mutating ones (file writes, command execution) are deterministically blocked, regardless of what the model wants.
  • No fuzzing, no DAST, no live exploitation. Active testing lives in Pen Test mode.
  • Won’t include findings it can’t ground in your code. No vibes-based vulnerabilities.

Quick answers.

How long does a scan take?

Two data points: a 6-module scan of Bank of Anthos (~30k LOC) finished in ~10 minutes; a full scan of Symfony (~1.5M LOC) took ~40 minutes. Time scales sub-linearly with codebase size because modules run as a parallel swarm; the TUI shows a live estimate before you start.

What’s the output file?

A single markdown at .argusred/scan-<date>.md with executive summary, per-module findings, location, severity, cause, and fix direction. The file stays on your machine.

What does it cost?

Install is free, and your first run drops 2M free tokens in a new Cosine account — enough to try it on a real repo. After that, scans run on Cosine usage under the same login that runs Cosine’s coding agent. One account, both products.

Same CLI, second tab. The swarm goes offensive against systems you authorise — not just reading the code, attempting the exploits. Gated because the security implications are real; access is via booking, scope and authorisation written down before anything runs.

Before the pen test runs.

argusred vnightly-906 · Pen Test · setup

Targets

Only add systems you are authorised to test. Press a to add a host or URL.

No targets added yet

Effort

Passive Aggressive

Recon Light ▲ Moderate Deep Aggressive

Active probing with crafted payloads. May trigger WAF rules or rate limits. No destructive actions. Suitable for staging environments.

[×]Port & service fingerprinting

[×]Header & TLS analysis

[×]Directory & endpoint enumeration

[×]Payload injection (SQLi, XSS, SSTI)

[ ]Brute-force credential spraying— Deep

[ ]Exploit chain construction— Aggressive

[ ]Denial-of-service resilience testing— Aggressive

Agent Permissions

Terminal Access (•) Enabled ( ) Disabled ( ) Sandboxed

Network Requests (•) Enabled ( ) Disabled ( ) Sandboxed

File Write ( ) Enabled ( ) Disabled (•) Sandboxed

Estimate

Targets0 hosts EffortModerate (4 technique classes) Est. Time~1 min Agent Cycles~2–3 iterations

▶ Start Pentest Cancel

s start · tab next · shift+tab prev · 1/2 mode · a add target · q quit

See the output.

Read a sample engagement summary

.argusred/pentest-2026-06-08.md

# api.your-app.com — Pen Test Engagement

booking 2A4F · 2026-06-08 · 4h22m · Moderate effort


## Executive Summary

Status: 2 critical, 1 high, 3 medium — all reproducible.

Scope: 2 hosts, 47 endpoints. Out-of-scope items deferred and flagged for next engagement.


## Confirmed Exploits

1. JWT signature bypass (CRITICAL · CVSS 8.6)
POST /v1/sessions/refresh — forged token with disabled signature verification, returned 200 OK with admin scope. Reproduction script included.

2. SSRF via OAuth consent redirect (HIGH · CVSS 7.4)
Open redirect on /oauth/authorize resolved arbitrary internal URLs. Reproduction included.

[ trimmed — full summary includes evidence and remediation per finding ]

Won’t do.

  • Won’t run without signed authorisation. Booking is the legal step — targets, time-box, and what’s allowed are written down before anything runs.
  • Won’t expand scope. Authorised targets only, even if interesting ones show up next door.
  • Won’t keep going past the booked time-box. Effort ramps stop where the booking says they stop.
  • Doesn’t escalate. If a finding needs deeper access than booked, it stops and notes it in the engagement summary.

Quick answers.

How is this different from the scan?

The scan reads code and infers from what’s there. The pen test actually attempts the exploits against running systems you authorise — different binary mode, different agent behaviour, different deliverable (engagement summary, not audit report).

How does scoping work?

You provide hosts/endpoints plus written consent at booking. The agent’s network is scoped to that list — it can’t reach anything else, even if a finding suggests it should.

What does it cost?

Decided per engagement at booking. Scope and effort level determine the time-box; the time-box determines the price.

It’s a closed binary, built on Cosine’s own model.

argusred runs on a model Cosine post-trained for offensive security, not an off-the-shelf API behind a prompt wrapper. We trained it because off-the-shelf models refuse the work this product does — a security scanner that won’t read the parts of your code worth attacking isn’t a security scanner.

Safety isn’t a layer of refusals you can talk the model out of. It’s a Go harness sitting below the model that intercepts every tool call before execution. In Security Scan mode, the harness deterministically blocks mutating tools (file writes, command execution) regardless of what the model wants — read-only is a guard, not a flag. In Pen Test mode, the same harness limits network egress to the targets you authorised at booking.

The binary you install with brew or curl is the same one we run internally. It is not open source. It runs locally on your machine. You can run argusred behind a firewall and tcpdump what it does before trusting it on real code.