{"meta":{"title":"Optimism × Bleu: Governance, Social Graphs, and AI Tooling","description":"4 grants delivered for the Optimism ecosystem spanning governance gamification, Farcaster social graph analysis, AI tools, and tech partner contributions."},"hero":{"tagline":"4 grants delivered for the Optimism ecosystem","summary":"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."},"whatChanged":{"title":"What we delivered","summary":"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.","outcomes":["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"]},"highlights":[{"title":"GovQuests","description":"Governance gamification platform with quests, leaderboards, streaks, tiers, and OP token rewards. Designed to increase delegate participation and make governance accessible to newcomers.","link":"https://op-govquests.vercel.app/"},{"title":"Farcaster Sybil Detection","description":"Social graph-based sybil detection for Farcaster using machine learning and graph algorithms. Public API, Farcaster Mini App, and monitoring dashboard — all open source."},{"title":"Optimism AI Assistant","description":"Chatbot trained on Optimism governance data. Answers community questions and generates automated summaries of forum discussions."},{"title":"Tech Partner Program","description":"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."}],"cta":{"description":"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.","links":[{"text":"See how we work","href":"/how-we-work"},{"text":"Bring us the problem","href":"/contact"}]}}