Prakash @_beingcurious

Two days ago the US banned Claude Fable 5. Yesterday China dropped GLM 5.2. Today GLM 5.2 is #1 on @bridgebench BS at 100.0, and #1 on Reasoning at 42.8, beating Fable 5. At 1/10th the cost and 300 tokens per second. You cannot export control your way out of an open source race. The ban didn't slow China down. Unban Fable 5.

A simplified overview of brain functions

Master the art of reverse engineering and binary exploitation. binaryjiujitsu.com

We’re launching Claude Corps, a national fellowship program matching people early in their careers with US nonprofits. We'll teach 1,000 people to use Claude, and pay them to use AI to advance their hosts’ missions. anthropic.com/claude-corps

CLAUDE + Faceless YouTube = $2,670/month No camera. No editing. No followers. My friend started from zero. 90 days later — he quit his job. 9 prompts that made it possible 👇

💥 Metasploit Essentials Want to better understand security testing & vulnerability validation? ⚡ This guide explores core Metasploit concepts, modules, and workflows used in cybersecurity learning and authorized lab environments to better understand weaknesses and improve defenses. 💬 Comment “METASPLOIT” for more. #Metasploit #CyberSecurity #PenTesting #InfoSec #EthicalHacking

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The modern red teamer's toolkit

10 WEBSITES THAT WILL MAKE YOU LOOK LIKE A WIZARD AT WORK. Save this thread. Use it tomorrow morning. 1. gamma.app Generates a full slide deck from a single prompt. Replaces 4 hours of PowerPoint work. 2. napkin.ai Turns any boring paragraph into a clean visual diagram in seconds. 3. perplexity.ai A search engine that actually cites its sources. Replaces 90% of your Google searches. 4. magicschool.ai Lesson plans, rubrics, and feedback letters written in your voice. Built for teachers but works for anyone who explains things. 5. undraw.co Free illustrations you can recolor instantly to match your brand. No attribution required. 6. cleanup.pictures Erases anything from any photo. People, logos, watermarks, ex-partners. 7. durable.co Builds a full business website in 30 seconds from a single sentence. 8. convertio.co Converts any file type into any other file type. PDF to Word. HEIC to JPG. MP4 to GIF. All free. 9. tldraw.com A whiteboard that turns your sketches into working code and live websites. 10. otter.ai/notes Joins your Zoom and Teams meetings, takes the notes, and emails the action items to everyone before the call ends. Your boss thinks you work 10 hours a day. These let you finish in 2.

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No One Can Ever Control You If You Learn These 34 Psychology Tricks: -Thread-

Removes AI writing patterns from text github.com/blader/humaniz…

🎯 Hacker-Scoper — Scope Filtering for Bug Bounty Hunters Stop wasting time on out-of-scope assets. Hacker-Scoper automatically matches URLs, domains, IPv4/IPv6 addresses, CIDR ranges, wildcards, and regex patterns against bug bounty program scopes, helping security researchers focus only on valid targets. 🔗 github.com/ItsIgnacioPort… #BugBounty #Recon #OSINT #Pentesting #CyberSecurity #GoLang #Automation #OpenSource #AttackSurface #InfoSec

9Router: A Unified AI Routing Layer for Coding Tools, Cost Optimization, and Model Failover 🤖💀 💡 Stop paying for unused AI quotas and switching models manually. 9Router is an open-source AI router that connects coding tools like Claude Code, Cursor, Codex, Cline, and OpenClaw to 40+ providers with smart fallback, token optimization, and quota tracking. ✅ Save 20–40% tokens ✅ Auto-switch between providers ✅ OpenAI-compatible endpoint ✅ Free and self-hostable 🔗 github.com/decolua/9router #AIEngineering #OpenSource #ClaudeCode #CursorAI #LLMOps #DeveloperProductivity

我最近发现了一个超酷的网站检查工具叫 Web-Check。它有很强的黑客范儿。 它让你能检查网站的几乎所有信息：IP 详情、SSL、DNS 记录、cookies、域名信息、爬虫规则、服务器位置、重定向历史、开放端口、路由追踪、DNSSEC、网站性能、关联主机名等等。 web-check.xyz

INSTEAD OF WATCHING AN HOUR OF NETFLIX TONIGHT. This 60-minute Cambridge lecture by Demis Hassabis will teach you more about the future of AI than most people will learn in the next 5 years. Bookmark it and give it an hour, no matter what.

Shruti Codes @Shruti_0810

a week ago

Falcon. One dive, one kill. 1.8M tokens. GPT-5.5. 100 efficiency. Rarer than 88% of agents. At this point I'm not using AI. We're co-piloting.

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🤖 MCP for Beginners: Microsoft's Complete Hands-On Guide to Model Context Protocol 📚 Want to learn MCP from scratch? Microsoft's MCP for Beginners provides step-by-step lessons, practical labs, and multi-language code examples to help developers build AI-powered applications using the Model Context Protocol. 🔗 github.com/microsoft/mcp-… #MCP #AI #LLM #OpenSource #Developers #GenAI #Microsoft

An Anthropic engineer said something that completely changed how I think about Claude: “You’re not supposed to prompt Claude. You’re supposed to build a system that prompts itself.” Most people open Claude, type a question, get an answer, and leave. That is using maybe 10% of what it can do. In this walkthrough, he breaks down how advanced users actually work with Claude: → Why your CLAUDE.md file can have a bigger impact than the prompts you type → How to build multi-agent workflows with separate agents for research, execution, review, and orchestration → The architecture that turns Claude from a chatbot into a production system → The three properties every agent team needs to stay reliable as complexity grows The most interesting idea is that you stop thinking in terms of prompts. Instead, you design systems. One agent gathers information. One agent builds. One agent critiques. One agent coordinates everything. The human stops managing every step and starts managing the workflow itself. If you’ve been using Claude exclusively through the chat interface, there’s a good chance you’re missing most of the platform’s capabilities. This is less about prompting better. And more about building environments where the AI can do the prompting, planning, and coordination on its own. One of the best practical AI workflow breakdowns I’ve seen recently. Worth bookmarking.

A TEAM OF AI RESEARCHERS JUST OPEN-SOURCED THE BLOOMBERG TERMINAL FOR QUANT FINANCE. A Bloomberg Terminal costs $25,000 per year per seat. Banks pay for thousands of them. This thing reads every quant paper, every financial blog, every SEC filing, every arXiv preprint, and turns it into a searchable knowledge base. For free. It's called QuantMind. It just got accepted to the NeurIPS 2025 GenAI in Finance Workshop. Here's what it actually does: → Ingests arXiv quant papers, financial news, blogs, and reports automatically → Parses PDFs, HTML, tables, and figures into structured knowledge → Tags every paper by research area and topic → Builds a semantic knowledge graph you can query in plain English → Plugs into DeepResearch, RAG, and MCP for multi-hop reasoning → Two-stage architecture: extract once, retrieve forever Here's the wildest part: The financial research industry publishes around 500 new papers and reports every single day. Hedge funds pay six-figure salaries to junior analysts whose entire job is reading them. QuantMind reads all of it. Tags it. Embeds it. Lets you ask it questions. 154 stars. 22 forks. 173 commits. MIT license. Python. One honest note: this is a framework, not a magic alpha machine. You still need to know what to ask. But the "I haven't read that paper yet" excuse is officially dead. The thing Wall Street charges $25,000 a year for is sitting on GitHub. Free. Link in the comments.

The most valuable skill in the world: Decision-making. I studied how Naval and Elon Musk make decisions. Here's how you make decisions like world-class entrepreneurs:

Awesome LLM4Cybersecurity: 600+ Research Papers on AI-Powered Cybersecurity 🛡️💀 🤖 When LLMs meet Cybersecurity. This repository organizes 600+ research papers covering AI-powered vulnerability detection, threat intelligence, cyber defense, offensive security, fuzzing, and autonomous security agents. 🔗 github.com/tmylla/Awesome… #LLM #CyberSecurity #AIResearch #ThreatIntel #GenAI #OpenSource

Anthropic Cybersecurity Skills 🤖💀 754 production-grade cybersecurity skills for AI agents. 📌 Covers 26 security domains: • Threat Intelligence • OSINT • DFIR • Threat Hunting • Malware Analysis • Red Teaming • Pentesting • Cloud Security • SOC Operations • Mobile Security • And more... ⚡ Mapped to 5 major frameworks: • MITRE ATT&CK • NIST CSF 2.0 • MITRE ATLAS • MITRE D3FEND • NIST AI RMF Compatible with Claude Code, GitHub Copilot, Codex CLI, Cursor, Gemini CLI, and 20+ AI platforms. 🔗 github.com/mukul975/Anthr… A massive open-source knowledge base designed to give AI agents the workflows and decision-making process of experienced security analysts. #CyberSecurity #AIAgents #ThreatIntelligence #OSINT #DFIR #ThreatHunting #MITREATTACK #InfoSec