Open Source Spotlight
π Welcome to Open Source Spotlight! I explore the best new open source GitHub repositories and tools - so you don't have to.
- Indexed videos, last 90 days
- 11
- Latest publication
- Jul 25, 2026
- Audience
- ~272 subscribers
- Earliest in this view
- Jul 8, 2026
Latest videos
RuView: WiFi Can See Through Walls β Detects Your Heartbeat & Breathing with AI (opens the original)
Read excerpt
RuView is the open-source spatial intelligence system that transforms commodity WiFi into a through-wall sensor. No cameras. No wearables. Just the radio waves already bouncing around your room. In this video, we break down how RuView captures Channel State Information from a $9 ESP32, processes it through a Transformer-GNN hybrid, and delivers contactless presence detection, breathing and heart rate monitoring, and full-body pose estimation β all running locally on a Raspberry Pi. What makes Ru
Hallmark's Secret: What Makes AI Design Actually Good (opens the original)
Read excerpt
Every AI-generated website looks identical. Purple gradient. Inter font. Centered layout. Your Claude Code and Cursor produce the exact same template as everyone else's. One developer found a way to break out of the training data. Six minutes that will change how your agent builds UI. β± CHAPTERS 0:00 β The Problem: AI Slop 0:10 β Why Every AI Site Looks the Same 0:54 β Before vs After: Hallmark Comparison 1:16 β What Is Hallmark 1:24 β The Four Verbs: BUILD, AUDIT, REDESIGN, STUDY 2:00 β Twenty
This Open Source AI Deploys a Team of Hackers to Find Your Bugs (opens the original)
Read excerpt
AI writes more of your code than you do. So who's actually checking it forvulnerabilities? Strix deploys a team of autonomous AI agents to hack your app, prove the bugs are real, and open pull requests to fix them. I cloned it, ran it, and dug into how the agent army actually hunts β and what it costs you. In this video: what Strix is, how its agents find and fix flaws, and my honest take after running it. Why does it beat a traditional scanner? And where does it fall short? GitHub: https://gith
One Command, Full AI Pentest β’ Strix CLI Walkthrough (opens the original)
Read excerpt
Want to run it yourself? One command. That's all it takes. ``` pip install strix strix run --target your-app.com ``` Boom. You've got a full AI pentesting team on your machine. π§ Python 3.10+ β works on Linux, macOS, Windows β‘ CLI-first β `strix run` with live agent output scrolling π CI/CD ready β every pull request gets auto-scanned, fresh pentests on every code change π Structured reports β severity, location, working PoC, fix recommendations (not a wall of noise) Hook it into your pipeline a
Strix β Not One AI. A Whole Hacker Team. (opens the original)
Read excerpt
Ever wish you had a team of hackers on demand? Strix gives you exactly that. Strix isn't one AI. It's a whole team of specialized agents working together: π΅οΈ Recon Agent β scans and maps your attack surface π₯ Exploit Agent β attacks with real hacker tools (browser, proxy, shell, sandbox) β Validator Agent β proves every finding with a working exploit Each agent carries real hacker tools β a browser for web attacks, a proxy via Caido, a shell, and a sandbox. They share discoveries, chain vulnerab
Publishing over time
Last 90 days. Choose a month to open its work.
Recurring subjects
Named in the text we hold. One piece can cover several.
Audience
~272 subscribers
Measured Sep 19, 2026
Source's subscribers, not the number who saw an individual piece.
About this data
Counts cover the work we have indexed. Tone needs enough text and a confident classification. Excerpts and episode notes are not full articles or transcripts.
Identity or attribution wrong? Suggest a correction.