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How It Works

Gloria City

Gloria the Agent delivers reliable, real-time news by chaining together a small crew of specialized "mini-agents" and built-in checks:

1. Ingest​

  • Twitter/X Listener Streams tweets from our curated Twitter lists.
  • Market Watcher Pulls live price & volume data from CoinGecko.

2. Filter & Deduplicate​

  • Librarian Keeps a memory of everything we've seen—drops duplicates and deja-vu.
  • Curator Flags only the most newsworthy items (each news vertical has its own prompt tuned by RLHF).

3. Draft & Refine​

  • Generator (LLM) Takes the curated headline and creates a concise tweet draft.
  • Verifier Spot-checks facts, corrects any errors, and confirms sources.

4. Publish & Personalize​

  • Personality Injects Gloria's bold, no-fluff voice into the final tweet.
  • Social Monitor Watches likes, retweets, and replies—so the team can spot feedback and adjust our prompts over time.

5. Feedback Loop​

Every piece of engagement and manual feedback goes back into refining our prompts and filters, so Gloria keeps learning what you care about.

This lean, end-to-end workflow—from data ingestion to human-verified publication—lets Gloria break through the noise and deliver crisp, trustworthy updates on the topics you care about.