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■ Inspired by Moderators losing time switching between context, rules, and action logs.

■ Goal Reduce triage time while keeping every final decision human-led.

■ We learned:

  • Prompt design for rule-aware summaries, Devvit app deployment, and safe human-in-the-loop patterns.
  • Built the app as a Devvit web app with a React client and Hono server, integrating Gemini for analysis and KV/Redis for lightweight storage.

■ Major Challenges Designing reliable prompts, handling incomplete Reddit profiles, and keeping latency and rate limits manageable.

■ Outcome A moderator-first UI that surfaces the signals needed to decide faster and more consistently.

Created by PiyerX & Paxyz


Built With

  • devit-cli
  • devit-kv-store
  • devit-web
  • gemini-1.5-flash
  • hono
  • react-19
  • redis
  • tailwind-css
  • typescript
  • vite
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