> For the complete documentation index, see [llms.txt](https://jessexbt.gitbook.io/jessexbt-docs/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://jessexbt.gitbook.io/jessexbt-docs/basics/jessexbt-roadmap.md).

# JesseXBT Roadmap

### 📅 Implementation Timeline (Roadmap Summary)

<figure><img src="/files/iNZ0cdW7rMn8LdzWJ0xy" alt=""><figcaption></figcaption></figure>

#### **🟠 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

***

#### **🔵 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

***

#### **🟢 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

***

#### **🔴 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

***

#### **🟡 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)

***

#### **🟣 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