Reddit moderation app · Devvit

slopguard

Mod queues are flooded with AI-generated content and spam; blunt auto-removal creates false positives and mod collisions.

View source

What I built

A Devvit (TypeScript) moderation app, ~5.5K LOC, that triages content via six deterministic local signals with weighted-fusion scoring, escalates ambiguous cases to a cost-gated multi-LLM ensemble (Gemini / Claude / GPT), and prevents duplicate mod actions with Redis-backed collision locks. Verified building and running end to end.

Stack

TypeScriptDevvitRedismulti-LLM

Status

Hackathon build; type-clean and runs end to end.