🧠 Swarm Architecture Pattern

Orchestrator + Specialized Agents

The swarm pattern uses a central orchestrator that coordinates multiple specialized agents, each optimized for specific tasks. This enables:

  • Parallelization - Multiple agents work simultaneously on different aspects
  • Specialization - Each agent uses the best model for its task
  • Cost Efficiency - Cheap models for simple tasks, powerful models only when needed
  • Fault Tolerance - Agents can fail independently without crashing the swarm
graph TB
    subgraph Orchestrator["🎯 ORCHESTRATOR (Claude Opus)"]
        O[Main Agent
Task Planning & Coordination] end subgraph Coders["πŸ’» CODE SPECIALISTS"] C1[code-bitch
Codex gpt-5.2] C2[claude-coder
Claude Code] end subgraph Researchers["πŸ” RESEARCHERS"] R1[kimi-researcher
Kimi K2.5] R2[gemini-scout
Gemini 2.0 Flash] end subgraph Analysts["πŸ“Š ANALYSTS"] A1[gpt-analyst
GPT-4o] A2[llama-analyst
Llama 90B] end subgraph Specialists["⚑ SPECIALISTS"] S1[vision-agent
Gemini Vision] S2[local-fast
Ollama qwen2.5:3b] end O --> C1 & C2 O --> R1 & R2 O --> A1 & A2 O --> S1 & S2 style O fill:#f59e0b,stroke:#d97706,color:#000 style C1 fill:#10b981,stroke:#059669,color:#000 style C2 fill:#10b981,stroke:#059669,color:#000 style R1 fill:#3b82f6,stroke:#2563eb,color:#fff style R2 fill:#3b82f6,stroke:#2563eb,color:#fff style A1 fill:#8b5cf6,stroke:#7c3aed,color:#fff style A2 fill:#8b5cf6,stroke:#7c3aed,color:#fff style S1 fill:#ec4899,stroke:#db2777,color:#fff style S2 fill:#ec4899,stroke:#db2777,color:#fff

πŸš€ Current Swarm Deployment

Arbitrage Pharma Platform

Multi-agent pharmaceutical asset discovery system running on Dell (100.119.87.108)

🌐 Live Website
🎯 Pipeline Orchestrator ACTIVE
Model: Claude Opus / Gemini Pro
Master coordinator. Dispatches tasks to specialized agents, aggregates results, manages workflow state.
πŸ” Harvesters (4 agents)
Model: Gemini 2.0 Flash
PubMed scraper, FDA database miner, USPTO patent crawler, ClinicalTrials.gov monitor.
βš—οΈ Alchemists (2 agents)
Model: GPT-4o / Gemini Pro
Market analysis engine, NPV calculator. Transforms raw data into investment insights.
🏰 Moat Builders (3 agents)
Model: Claude Opus
FDA pathway analyzer, Orphan Drug Designation drafter, IP strategy formulator.
πŸ’Ό Hustlers (3 agents)
Model: GPT-4o
BD outreach generator, cold email composer, negotiation strategy advisor.
πŸ—ΊοΈ Cartographers (2 agents)
Model: Gemini Flash
Investor database builder, family office tracker. Maps the funding landscape.

πŸ“‹ Agent Type Reference

πŸ’» code-bitch
OpenAI Codex (gpt-5.2-codex)
Heavy-duty code generation. Complex algorithms, full modules, refactoring. Part of FULL CODE pipeline.
πŸ’» claude-coder
Claude Code (claude-opus-4)
Code review, security audit, bug hunting. Proof-checks Codex output before deployment.
πŸ” kimi-researcher
Kimi K2.5 (NVIDIA API)
Deep research with thinking mode. Screenshot analysis, complex reasoning, multi-step investigation.
πŸ” gemini-scout
Gemini 2.0 Flash
Fast research and data gathering. Web scraping coordination, document analysis, quick lookups.
πŸ“Š gpt-analyst
GPT-4o
Data analysis, report generation, insight extraction. Excels at structured output and summaries.
πŸ“Š llama-analyst
Llama 90B Vision (NVIDIA)
Long document analysis, complex forms, deep context understanding. 128K context window.
πŸ‘οΈ vision-agent
Gemini Vision / Llama 11B
Image analysis, screenshot understanding, UI inspection, visual data extraction.
⚑ local-fast
Ollama qwen2.5:3b
Lightning-fast local inference. Simple queries, quick checks, zero-cost operations. 0.47s response time.

πŸ“‘ Live Swarm Status

πŸ”„ Real-time monitoring available

πŸš€ Open Live Monitor

Full real-time swarm status with agent heartbeats, task queues, and performance metrics