How It Works

Gloria the Agent delivers reliable, real-time news by chaining together a small crew of specialized “mini-agents” and human 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 déjà-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 A human-in-the-loop 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.

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