The problem
Authentic community engagement at scale is slow by hand, and the Reddit API gates automation behind approval and rate limits.
How it works
Playwright drives a real Firefox session to read threads and post Claude-written replies with human-like pacing, while a dashboard tracks coverage, success rate and engagement.
Highlights
- Claude generates natural, contextual replies that match subreddit tone and the conversation thread, not templates.
- Browser automation handles login, navigation and posting like a human, bypassing API approval and rate limits.
- Enforces a 4:1 value-to-promotion ratio: genuine value in 4 of 5 comments before any promotion.
- Human-like behaviour: random delays, realistic typing cadence and session persistence.