#Open Source Intelligence Gathering Methods

The OSINT Dojo is a great resource to guide you on your journey learning about Open Source Intelligence. Whether you’re an experienced hacker, or just breaking into cybersecurity, OSINT Dojo has resources to help you practice, or get you started. Learning OSINT can also help you better protect yourself, by showing you how dangerous carelessly sharing personal information online can be. Use these tools responsibly.

Open Source Orchestration For Zero Human Companies If OpenClaw is an employee, Paperclip is the company Paperclip is a Node.js server and React UI that orchestrates a team of AI agents to run a business. Bring your own agents, assign goals, and track your agents' work and costs from one dashboard. It looks like a task manager — but under the hood it has org charts, budgets, governance, goal alignment, and agent coordination. Github Repo: https://github.com/paperclipai/paperclip

Day 30/100 - 6 Open Source programs in which I am applying this year✨ 100 Days of Building my Personal Brand❤️‍🔥 Comment “open source” or “link” to get links and details of these programs✨ 6 Open Source programs in which you can apply apart from Google Summer of Code:- 1) European Summer of Code — ML, cloud, and systems projects (not just web). 2) LFX Mentorship — Linux, Kubernetes, and core infra work. 3) Igalia Coding Experience - WebKit & Chromium browser development. 4) Outreachy - Open source roles beyond coding (docs, design, research), only for women 5) Processing Fellowship - Creative coding with Processing as the core tool, javascript, java. 6) Processing Grant - Funding for open-source creative tech projects. [open source, webdev, ML, cloud, tech, software development, contribute, opportunities]

Ultimate list of free open source AI agent projects that you should follow in 2025! And if you don’t know much about AI agents but want to learn, check the link in my bio for FREE tutorials, including how to build your first AI agent without coding. Here are all the GitHub links: 1. https://github.com/Significant-Gravitas/AutoGPT 2. https://github.com/zaidmukaddam/scira 3. https://github.com/frdel/agent-zero 4. https://github.com/enricoros/big-AGI 5. https://github.com/browser-use/browser-useAI 6. https://github.com/Skyvern-AI/skyvern 7. https://github.com/feder-cr/Jobs_Applier_AI_Agent_AIHawk #ai #aiagent #aiagents #opensource #learning #sabrinaramonov

Here are 5 awesome open source projects you can try immediately. Making this a weekly series! #programming #opensource #software

സൂക്ഷിക്കുക ❗ || Information Gathering Bot 💀 This Bot works in OSINT ( Open Source Intelligence ) System Use This For Educational Purposes Only for Your Safety

Contribute to open source 🔥, best way to get work experience!! Open source contribute cheyadam ki projects Ela search cheyali already reel lag lo pin chesi undhee . . . #coding #unqcoder

Ultimate Open Source Hack !! Most developers avoid open-source not because it’s hard… but because understanding a new repo takes hours. But here’s the real hack — you don’t have to read everything anymore. AI can summarise any GitHub repo in seconds: what the project does, how it works, its structure, key files, dependencies, and exactly how YOU can use it. This one tool turns open-source from ‘confusing’ to ‘plug-and-play’. Faster learning. Faster building. Faster shipping. If you’re not using AI to explore open-source, you’re already behind. Work smarter, not harder. 🚀 #AItools #OpenSource #GitHub #DeveloperTools #ProgrammersLife #SoftwareEngineering #CodingTips #AIDevTools #BuildInPublic #LearnFaster #TechReels #ProductivityHacks #CodeSmarter #DevCommunity #FutureOfCoding

Want to make your first Open Source contribution? This project shows the complete process step-by-step. [What you'll learn] • How to fork a repository • How to clone it locally • How to create a new branch • How to make changes and push code • How to create a pull request Plus, the website also contains multiple real open source projects where you can start contributing based on your domain. And yes — you can add these contributions to your resume. Comment OPEN SOURCE and I'll send you the project link 🚀 #opensource #github #coding #programming #webdeveloper

soc/threat-hunting related: 1.SSH Brute-Force Detection in Splunk Simulate SSH brute-force attacks and build Splunk dashboards with threshold-based alerts to detect credential abuse patterns. Tech: Kali, Metasploit, Nmap, Splunk, auth.log 2.Port Scan Detection Engineering Lab Perform multiple Nmap scan types and create SIEM queries to detect reconnaissance while reducing false positives. Tech: Kali, Nmap, Splunk or ELK 3.Reverse Shell Network Detection Study Generate reverse shells and analyze packet captures to identify abnormal outbound connections and suspicious ports. Tech: Kali, Netcat, Metasploit, Wireshark 4.End-to-End SOC Investigation Simulation Execute a full attack chain (scan, exploit, shell) and produce a structured incident timeline with detection evidence. Tech: Kali, Nmap, Metasploit, Wireshark, Splunk or ELK 5.Custom Log-Based Intrusion Detection Script Develop a Python or Bash script to detect brute-force patterns in Linux logs and forward structured alerts to a SIEM. Tech: Kali, Python or Bash, Splunk or ELK 6.Beaconing Traffic Detection Lab Simulate periodic command-and-control traffic and build time-based detection logic to identify beaconing behavior. Tech: Kali, Netcat, Wireshark, Splunk or ELK 7.Exploitation Visibility Analysis Exploit a vulnerable service and compare raw log visibility versus SIEM detection coverage to identify monitoring gaps. Tech: Kali, Metasploit, Splunk or ELK 8.Web Attack Detection in SIEM Simulate common web attacks and create detection queries for suspicious parameters, error spikes, and encoded payloads. Tech: Kali, Metasploit, Splunk or ELK 9.Network Baseline vs Attack Deviation Report Capture normal traffic, introduce attacks, and document behavioral differences in packet flow and port usage. Tech: Kali, Wireshark, Nmap, Splunk or ELK 10.Detection Rule Tuning & False Positive Reduction Build initial detection rules for scans and brute-force activity, then refine them to balance accuracy and noise reduction. Tech: Kali, Nmap, Metasploit, Splunk or ELK #project #cybersecurity #soc #kali #wireshark

Comment "API" to get these 3 websites which gives you access to Free AI API Keys If you’re still paying for AI API keys, you might be throwing money away. I used to do the same. Every month, a chunk of my budget went to API fees. It felt like paying for bottled water when there’s a tap right in the kitchen. The good news? You can get free API keys for some of the best AI models out there. No credit card. No hidden fees. Just sign up and start building. Let’s talk about three websites that make this possible. First up is Google AI Studio. I tried it last week. Signing up took less than five minutes. They give you a free API key that works with all their latest models, including Gemini 2.5. Think of it as your all-access pass to Google’s AI playground. You get to test, experiment, and build—without watching the meter tick up. Next, there’s OpenRouter. This one’s like a buffet for AI models. You sign up once, and suddenly you have access to over 50 models. DeepSeek R1, Kimi, Qwen 3, and more. Here’s what I like: 1. No juggling dozens of keys 2. Fast, simple setup 3. Great for comparing different models side by side It’s perfect if you want to see what each model can do. Or if you just want options. And then there’s Groq. This site focuses on smaller, super-fast models. I used Groq to build a chatbot for a friend’s website. The API was quick and easy to use. No lag. No fuss. You get models like DeepSeek, Llama, and Mistral—ready to go. Why pay for something you can get for free? It’s like buying a ticket to a movie when the same film is streaming online for nothing. So, if you’re still paying for AI access, maybe it’s time to try these free options. I did. My wallet thanked me. And yours probably will too. #aiapi #deepseek #qwenai #groq #openrouter #googlegemini #googleaistudio #aitools #ainews #aiindia #aicommmunity

While OpenAI hired the creator… China shipped it to the world. Day 53 of building 100X 🚀 OpenClaw became the most powerful free AI agent. 180,000 GitHub stars. The creator went from indie builder to global spotlight overnight. But while that drama was unfolding… Moonshot AI quietly did something bigger. They put an OpenClaw-style agent directly inside kimi.com. No setup. No Docker. No Linux. No server. Open a tab. Your agent is live. Running 24/7. Powered by Kimi K2.5. 1 trillion parameters. 5,000+ community skills. Live web search. 40GB cloud storage. Full tool connections. OpenAI got the talent. China scaled the access. That’s the real story. Comment KIMI and I’ll send you the direct link.