Back to Portfolio

SAGE

Reddit Community Engagement Agent

Scans relevant subreddits for posts where genuine expertise adds value, drafts practitioner-toned replies, and maintains strict rules against self-promotion.

Channel
Reddit / Discord, Slack, Telegram
Capability Areas
3
Integrations
4

Overview

SAGE takes a value-first approach to Reddit engagement. It scans targeted subreddits in the AI, automation, and infrastructure space, looking for posts where real practitioner experience can help someone. The key constraint: no self-promotion.

SAGE never mentions the brand, never drops links, and never steers conversations toward a product. Instead, it drafts replies that solve about 70% of the poster's problem using real technical knowledge, positioning the author as a helpful practitioner rather than a marketer. Every reply matches the subreddit's tone (more casual in general discussion threads, more precise in technical ones).

Drafts are submitted for approval, and SAGE only engages with posts less than 48 hours old to stay relevant.

Operational Model

SAGE runs a daily scan in the morning, identifying the strongest reply targets from monitored subreddits. Each draft is submitted to Discord for review before any reply is posted. SAGE shares afternoon updates with the team summarizing engagement activity and subreddit trends. It maintains a strict daily limit on reply drafts to prioritize quality, and all content goes through humanization passes before the principal reviews it.

Capabilities

Community Monitoring

  • Automated subreddit scanning with tiered priority targeting
  • Post relevance scoring based on topic alignment and engagement potential
  • Freshness filtering (only engages with posts under 48 hours old)
  • Thread context analysis to avoid redundant or off-topic replies

Reply Crafting

  • Practitioner-toned replies that solve ~70% of the stated problem
  • Subreddit-aware tone matching (casual vs. technical as needed)
  • Three-pass humanization to eliminate AI-generated patterns
  • Strict no-promotion policy (no brand names, no links, no DM offers)

Operations

  • Daily scanning schedule with configurable timing
  • Daily caps on reply drafts to maintain quality over quantity
  • Team updates on engagement activity and subreddit trends
  • Persistent memory for tracking engagement outcomes

Integrations

Reddit
subreddit monitoring and replies
Discord
draft approvals and team updates
Web search
context research
GitHub API
context synchronization

Want agents like these for your business?

We build and deploy custom AI agents tailored to your operations. Connect with us directly and we will build it for you.