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Add reflection app#53

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gondar00 wants to merge 1 commit intotinyfish-io:mainfrom
gondar00:add-reflection-app
Open

Add reflection app#53
gondar00 wants to merge 1 commit intotinyfish-io:mainfrom
gondar00:add-reflection-app

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@gondar00
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@gondar00 gondar00 commented Feb 16, 2026

Reflection - AI Content Aggregator (Web Agents Hackathon Feb 2026)
AI slop is real, with the rise of vibe coding our mails are getting filled up, new "unicorns" being built everyday on lovable/cursor etc etc, internet's vast information may consume us, unless we do something about it.

Reflection is an AI-powered content aggregator using TinyFish to scrape LinkedIn, X, podcasts, newsletters, RSS feeds, and blogs. Features OpenAI summarization, Upstash Redis caching, and Vercel Cron automation.

Real-World Use Cases

Sales Teams

  • Track job changes of prospects on LinkedIn (new roles = warm leads)
  • Monitor company news and funding announcements
  • Get alerts when target accounts post about pain points

Price Monitoring

  • Track competitor pricing changes across e-commerce sites
  • Monitor product availability and stock levels
  • Compare prices across multiple retailers automatically

Job Seekers

  • Aggregate job postings from multiple boards
  • Track company culture posts on LinkedIn/X
  • Monitor industry news and trends

Investors

  • Track startup announcements and pivots
  • Monitor executive movements
  • Aggregate earnings reports and analyst coverage

Content Creators

  • Research trending topics across platforms
  • Monitor competitor content strategies
  • Curate newsletter sources automatically

Recruiters

  • Track candidate activity and job changes
  • Monitor skill trends in job postings
  • Identify passive candidates posting about career interests

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coderabbitai bot commented Feb 16, 2026

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