Inspiration

Reddit moderators handle large amounts of spam, scams, abusive content, and repetitive moderation tasks every day. We wanted to build a tool that reduces moderator workload and helps moderators focus on the most important reports first instead of manually reviewing every post.

This inspired us to create Mod-Buddy — an AI-powered moderation assistant built for Reddit communities using Devvit.

What it does

Mod-Buddy helps moderators:

  • Detect suspicious or spam-like content
  • Prioritize high-risk posts using intelligent scoring
  • Review moderation queues more efficiently
  • Approve or remove posts quickly
  • Reduce manual moderation effort

The platform provides confidence scores and priority indicators so moderators can instantly understand which reports require immediate attention.

How we built it

We built Mod-Buddy using:

  • Devvit
  • React
  • TypeScript
  • Reddit APIs

The frontend was designed to provide a clean and moderator-friendly workflow, while the backend handles moderation data processing and scoring logic.

We focused heavily on:

  • smooth moderator experience
  • fast moderation actions
  • readable moderation insights
  • intuitive UI/UX

Challenges we ran into

One of the biggest challenges was designing a workflow that feels natural for moderators while still presenting useful AI-driven insights.

We also worked through:

  • Devvit integration setup
  • frontend/backend communication
  • moderation action handling
  • UI responsiveness and polish
  • prioritization logic for reports

Testing different moderator flows and improving usability was an important part of development.

What we learned

During this project we learned:

  • building apps using Devvit
  • integrating Reddit moderation workflows
  • improving UI/UX for productivity tools
  • structuring scalable frontend components
  • handling real-world moderation scenarios

We also gained valuable experience working collaboratively in a hackathon environment

Future improvements

In the future, we plan to add:

  • smarter AI classification
  • moderation analytics
  • auto-rule suggestions
  • advanced filtering
  • historical moderation insights

Our goal is to make moderation faster, smarter, and less stressful for Reddit communities.

Impact

Mod-Buddy helps moderators:

  • reduce manual review workload
  • identify risky content faster
  • streamline moderation workflows
  • improve moderation efficiency
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