Vercel built Community Guardian, a Claude-powered multi-agent system that automatically triages developer support at scale. The system analyzes posts, detects duplicates via vector similarity, assigns work based on specialty and bandwidth, and provides research context—letting human team members focus on complex debugging and relationship building. In 23 days, it processed 1,400+ agent runs and helped 281 developers, reviving 1 in 8 previously unanswered threads.
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Keeping community human while scaling with agents
Vercel deployed Community Guardian, a Claude-powered multi-agent triage system that processed 1,400+ support requests in 23 days while reviving 1 in 8 previously unanswered developer threads—freeing human staff for complex debugging.
Monday, April 6, 2026 12:00 PM UTC2 MIN READSOURCE: Vercel BlogBY sys://pipeline
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