Ugatan is an offline-first Taglish advisory application designed for Filipino rice (palay) and corn (mais) farmers to diagnose crop pests and diseases directly in the field without requiring internet connectivity.
#AppBuildersPH#DevinAI#Hackathon#Accessibility#BuildInPublic
My article "How To Investigate A Person Of Interest In 2026" is now available as a PDF.
A practical guide to digital footprint analysis – from email reconstruction to metadata mining and entity graphing.
Thanks @osintnewsletter for the mention.
PDF: https://t.co/86YlE9e2pB
🚨 Someone just built a real-time global intelligence dashboard and open sourced it for free.
It's called World Monitor. Think of it as a CNN war room meets Bloomberg Terminal for geopolitics but anyone can use it.
No paid OSINT tools. No expensive subscriptions. No classified access needed.
Here's what this thing tracks in real-time:
→ Active conflict zones with escalation scoring
→ 220+ military bases from 9 countries
→ Live military aircraft tracking (ADS-B)
→ Naval vessel monitoring including "dark ships" going off radar
→ Nuclear facilities worldwide
→ Undersea cables, oil pipelines, and AI datacenter clusters
→ Protests, sanctions, internet outages, and satellite fire detection
→ Prediction markets as early warning signals
Here's the wildest part:
It has an AI that reads 100+ news sources, classifies threats in real-time, and generates intelligence briefs automatically.
Every country gets a live "Instability Index" score from 0-100 based on military activity, protests, news velocity, and structural risk.
When 3+ signal types spike in the same area, military flights + protests + satellite fires, it triggers a convergence alert.
This is the kind of tool governments pay millions for.
It runs in your browser. One command to install.
100% Open Source. MIT License.
"This sounds like AI" is now easily fixable 🤯
There is a new Claude Code Skill that removes signs of AI-generated writing from text using 24 detection patterns.
Just type /humanizer and paste your text.
100% Open Source.
TGSpyder: Your Telegram OSINT Assistant 📲🔍
Telegram hides a lot of data behind groups and channels, but OSINT doesn’t have to wait.
TGSpyder is a command-line tool built for investigators, analysts, journalists, and researchers.
It helps you:
✅ Scrape member lists from public & private groups
✅ Collect chat messages
✅ Extract invite links
✅ Lookup users by username or ID
✅ Identify sticker pack creators 🧩
All outputs are exported to clean CSVs, ready for analysis and reporting.
It even supports proxies (Tor/VPN) for secure and private operations ⚡
Website link: https://t.co/EanHIf9sf8
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If you want to learn more about email OSINT and more, check out the OSINT Mastery course at https://t.co/o7UQQR6SNU you’ll learn OSINT from scratch with a real-life investigation.
P.S. ♻️ Repost if you found this helpful.