■ 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.
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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