4 grants delivered for the Optimism ecosystem

Protocol

Optimism needed governance gamification, sybil detection for Farcaster, an AI assistant, and a tech partner program to help OP-native projects ship. We delivered all four — GovQuests with leaderboards and streaks, a social graph sybil model with 0.7+ AUC, a chatbot trained on Optimism governance, and end-to-end development for 8+ projects including Pike, Namespace, and Candide.

What we delivered

Each grant addressed a different layer of the ecosystem. GovQuests gamified governance participation. The sybil model is deployed as a public API and Farcaster Mini App. The AI assistant is live. The tech partner program shipped apps for 8+ teams.

  • GovQuests: governance gamification platform with leaderboards, streaks, tier system, push notifications, and OP token rewards — all milestones approved
  • Farcaster Social Graph: sybil detection model achieving 0.7+ AUC, deployed as a public API with a Farcaster Mini App for user reporting
  • Bleu Assistant AI: chatbot trained on Optimism governance data with Q&A and automated forum discussion summaries
  • Tech Partner Program: end-to-end design, backend, frontend, and analytics for 8+ OP-native projects — Pike, Namespace, Candide, Silo, and others
  • All milestones approved and disbursed across all four grants

GovQuests

Governance gamification platform with quests, leaderboards, streaks, tiers, and OP token rewards. Designed to increase delegate participation and make governance accessible to newcomers.

View live

Farcaster Sybil Detection

Social graph-based sybil detection for Farcaster using machine learning and graph algorithms. Public API, Farcaster Mini App, and monitoring dashboard — all open source.

Optimism AI Assistant

Chatbot trained on Optimism governance data. Answers community questions and generates automated summaries of forum discussions.

Tech Partner Program

Full-service development for OP-native projects lacking frontend or infra capacity. Shipped apps for Pike, Namespace, Candide, Silo, and others — 1000+ hours of work.

If you're building in an L2 ecosystem and need a team that can ship across the stack, this is the kind of work we do.