Observability
Know what's happening on your platform, and why.
Action
Stop harm. Stop the scramble, too.
Meet the Musubi Agent (the agent of our dreams)
How Bluesky Kept Spam in Check While Growing to 41 Million Users
Case Studies
Stocktwits
Stocktwits uses Musubi to evaluate every post against its own fraud policy and ban coordinated scam accounts automatically, detecting 2.5x more scams than manual review alone at an estimated 92% lower cost per decision.
Bluesky
Bluesky partnered with Musubi to implement account-level automation that learns from moderator decisions rather than replacing human judgment — scaling spam enforcement from 4+ hour response times to under 4 minutes while maintaining exceptional accuracy.
Feeld
Dating app case study: How Feeld's moderation team makes 500x faster decisions with 89% fewer mistakes. Covers bot detection, automation, and human-in-the-loop systems.
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