Dev Tools · 2h ago
Developer Builds Embeddable AI Recruiter Chat Widget on Free Tiers
Bradley Matera created ProjectHub, an embeddable AI assistant called Scout that answers recruiter questions about his portfolio. The widget uses a vanilla JS frontend, Node backend on a free GCP VM, and falls back to a knowledge base when free LLM providers fail. It includes session memory, caching, safety checks, and an analytics dashboard, all without paid AI traffic.
Meridian48 take
A clever personal project that demonstrates practical AI integration on a shoestring budget, but its utility is limited to individual portfolios rather than broader enterprise use.
Read the full reporting
How I Built ProjectHub: An Embeddable AI Recruiter Assistant That Runs on Free Tiers →
DEV Community
ai-chat-widgetdeveloper-tools