🛣️JesseXBT Roadmap

Road to JesseXBT

📅 Implementation Timeline (Roadmap Summary)

🟠 Phase 0: MVP (before Apr 25)

✅ GPT model trained on Jesse’s voice and context (Farcaster + 160+ podcasts/videos) ✅ Adding knowledge base with no-code UI ✅ Using Puppeteer to scrape websites and make summaries ✅ GitHub evaluation for grants selection ✅ Connection to Warpcast, X, and Telegram profiles

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🔵 Phase 1: Base Batches LATAM (Apr 25 – May 16)

✅ Finalize Gemini 2.5 fine-tuned model (Farcaster + podcasts/videos) ✅ RAG implementation using Pinecone ✅ Set up vector database (Pinecone) with namespaces (jessexbt, builders, protocols) ✅ Puppeteer site scraping with automatic/manual refresh ✅ Integrate public data ingestion (Farcaster, Twitter, Telegram) with retraining ✅ Auto-enrich GitHub, demo (Gemini 2.5), X threads ✅ Implement natural language prompt flow for builder/project evaluation

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🟢 Phase 2: Core Infrastructure and Alignment (Day 1–20)

✅ Sentiment analysis + ZEP-Pinecone feedback loop ✅ Privacy & moderation layer (detect/filter PII, abuse, toxic outputs) ✅ Latency optimization via caching ✅ Response reranking (Pinecone) ✅ Intent recognition

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🔴 Phase 3: Builder Evaluation Engine (Day 21–45)

✅ Define builder input types (GitHub, demos, social traction, originality) ✅ Integrate Talent Protocol / Verified Builder Registry ✅ Scoring logic connection to UI/UX, uniqueness, technical depth, traction ✅ Activate dynamic follow-ups based on weak/missing info ✅ Route builders with score > 0.9 to Jesse (DM triggers) ✅ Feedback for builders < 0.9

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🟡 Phase 4: Open Launch and Learning Loop (Day 46–90)

✅ Publicly launch builder-facing agent (Farcaster, X, Telegram) ✅ Monitor query volume, scoring outcomes, referral success ✅ Scaffold lightweight Knowledge Graph from repeated queries ✅ Internal dashboard: builder scores, referrals, feedback logs ✅ Prepare for scaling (multi-agent, Base ecosystem, protocol analytics)

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🟣 Phase 5: Empowerment (Post-Day 90)

✅ JesseXBT becomes a 24/7 Base-native agent ✅ Discovery engine for talent, ideas, and protocols ✅ Transparent builder scoring and protocol intelligence ✅ Trusted filter between Jesse and the noise ✅ Programmable assistant with memory, personality, and Base-native cognition