KM.
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PUBLIC PRODUCT

ReFindLink.

Save web content. Summarize it. Find it when it matters.

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Demo video · COMING SOONSave a link → Search the libraryMedia placeholder · recording not yet added
ReFindLink · demo video
01 · THE PROBLEMTHE BUSINESS CONTEXT

Useful articles, videos and posts get scattered across bookmarks and browser tabs. Saving a link is easy; remembering what it contained and finding it later takes work.

02 · THE SYSTEMWHAT I BUILT

I built an AI-powered content library that connects a Chrome extension to a web dashboard. Saved content is summarized, categorized and searchable, bringing capture and retrieval into one product.

  • Save links through the browser extension
  • Summarize articles and YouTube transcripts
  • Organize content with categories and keywords
  • Search saved content by topic
  • Sync the extension and web dashboard
  • Manage authentication, subscriptions and AI credits
Interface screenshots · COMING SOONExtension capture and summaryMedia placeholder · recording not yet added
ReFindLink · interface screenshots
03 · UNDER THE HOODHOW THE PARTS CONNECT
01 · Save a link02 · Extract and summarize03 · Search the library

A user saves a URL through the extension. The content source determines how it is processed.

TOOLS & TECHNOLOGIES Python · JavaScript · React / Next.js · Supabase / PostgreSQL · Gemini · Chrome Extension APIs · Resend · Freemius

04 · THE DECISIONSWHY THIS APPROACH
  1. Connect capture and retrieval: the extension and dashboard need a shared library rather than separate bookmark lists.
  2. Account for processing costs: credits and cached summaries make AI usage part of the product architecture.
  3. Keep discovery useful: summaries, categories and search provide context beyond a raw URL.
Architecture diagram · COMING SOONThe components, connections and data flowMedia placeholder · recording not yet added
ReFindLink · architecture diagram
05 · THE RESULTWHAT THE SYSTEM DOES

A public product connecting browser capture, AI content processing and a searchable cloud library. Users can return to saved material through summaries, categories and search.

COMPLETED PROJECT · DEMO ASSETS TO FOLLOW

▸01/05REFINDLINK · CASE STUDYLET'S TALK →