Vibe Coding for Change
Building a Radicalization Transparency Tool
A step-by-step roadmap to leveraging AI, data, and community building.
Phase 1: Structure the Brain
- /data: Knowledge base (.md files)
- /analysis: Scoring scripts & logic
- /web: Visual dashboards (.html & images)
Phase 2: Build the Engine
Creating the Vibe-Checked Risk Index.
- Scan text for dehumanizing markers via Gemini API.
- Assign a "Vibe Score" (0-100).
- Automate the workflow through vibe coding.
Phase 3: Document & Share
Your README.md is your narrative. Include:
- The Problem: Echo chambers & Radicalization.
- The Stack: Vibe-driven development tools.
- The Ethics: Model transparency & Bias mitigation.
Phase 4: LinkedIn Momentum
Build in public to create a professional footprint.
- The Fail Post: Learning from prompt errors.
- The Logic Post: Explaining your criteria.
- The Demo: Video walkthrough of your dashboard.
Ready to Deploy?
The future of coding is intent-based. Let's solve the world's loudest problems with the smartest vibes.