diff --git a/overview/index.md b/overview/index.md
index 5bbc733..c94592f 100644
--- a/overview/index.md
+++ b/overview/index.md
@@ -18,77 +18,140 @@ Where ChatGPT is like a lone craftsman, Prometheus Swarm is a modern software fa
## Agent-to-Agent Workflow Architecture
-```mermaid
-graph TD
- A[π€ User Input
Natural Language Description] --> B[π§ Planning Agent
GPT-4 | Requirements Analysis]
-
- B --> C[ποΈ Architecture Agent
System Design & Structure]
- B --> D[π Task Manager
Work Queue & Dependencies]
-
- C --> E[β‘ Parallel Execution Layer
Horizontal Scaling]
- D --> E
-
- E --> F[π¨βπ» Coding Agents
Specialized Builders]
- E --> G[π§ͺ Testing Agents
QA & Validation]
- E --> H[π Documentation Agents
Auto-Generated Docs]
- E --> I[π Security Agents
Vulnerability Auditing]
-
- F --> F1[Frontend Agent
React/UI Components]
- F --> F2[Backend Agent
API & Services]
- F --> F3[Database Agent
Schema & Queries]
-
- G --> G1[Unit Test Agent
Component Testing]
- G --> G2[Integration Agent
System Testing]
- G --> G3[Red Team Agent
Attack Scripts]
-
- H --> H1[Code Doc Agent
API Documentation]
- H --> H2[User Guide Agent
Usage Instructions]
-
- I --> I1[Security Scanner
Vulnerability Detection]
- I --> I2[Code Audit Agent
Best Practices]
-
- F1 --> J[π Integration Layer
Component Assembly]
- F2 --> J
- F3 --> J
- G1 --> J
- G2 --> J
- H1 --> J
- I1 --> J
-
- J --> K[π‘οΈ QA Verification
Red Team Testing]
- K --> L{β
Quality Gate
Pass/Fail Decision}
-
- L -->|β Issues Found| M[π Bug Finder Agent
Error Analysis & Fixes]
- L -->|β
Passes All Tests| N[π Production Deployment
Working Application]
-
- M --> O[π§ Fix Implementation
Targeted Corrections]
- O --> K
-
- subgraph "Knowledge Integration"
- P[π .kno Embeddings
Vector Knowledge Base]
- Q[π§ Context Sharing
Unlimited Memory]
- end
-
- P -.-> F
- P -.-> G
- P -.-> H
- P -.-> I
- Q -.-> J
-
- subgraph "Decentralized Network"
- R[π Koii Network Nodes
100,000+ Community Computers]
- S[βοΈ Load Balancing
Dynamic Task Distribution]
- end
-
- R -.-> E
- S -.-> E
-
- style A fill:#e1f5fe
- style N fill:#e8f5e8
- style E fill:#fff3e0
- style L fill:#fce4ec
- style P fill:#f3e5f5
- style R fill:#e0f2f1
+```
+βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+β π€ USER INPUT β
+β "Build a React app with authentication" β
+βββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββββββββ
+ β
+ βΌ
+βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+β π§ PLANNING AGENT β
+β β’ Analyzes requirements β’ Breaks down into tasks β
+β β’ Identifies dependencies β’ Creates project scope β
+βββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββββββββ
+ β
+ βΌ
+βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+β ποΈ ARCHITECTURE AGENT β
+β β’ Designs system structure β’ Defines interfaces β
+β β’ Plans component relationships β’ Sets up project foundation β
+βββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββββββββ
+ β
+ βΌ
+ βββββββββββββββββββ΄ββββββββββββββββββ
+ β PARALLEL EXECUTION β
+ βββββββββββββββββββ¬ββββββββββββββββββ
+ β
+ βββββββββββββββββββΌββββββββββββββββββ
+ β β β
+ βΌ βΌ βΌ
+βββββββββββββββ βββββββββββββββ βββββββββββββββ
+β π¨βπ» FRONTEND β β π¨βπ» BACKEND β β ποΈ DATABASE β
+β AGENT β β AGENT β β AGENT β
+β β β β β β
+β β’ React UI β β β’ API Routesβ β β’ Schema β
+β β’ Componentsβ β β’ Auth Logicβ β β’ Queries β
+β β’ Styling β β β’ Middlewareβ β β’ Models β
+βββββββββββββββ βββββββββββββββ βββββββββββββββ
+ β β β
+ βββββββββββββββββββΌββββββββββββββββββ
+ β
+ βΌ
+βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+β π§ͺ TESTING AGENTS β
+β β
+β Unit Tests βββββ Integration Tests βββββ Security Tests βββββ β
+β β’ Components β β’ API Endpoints β β’ Vulnerabilities β β
+β β’ Functions β β’ Database connections β β’ Auth flows β β
+β β’ Logic β β’ Full user flows β β’ Input validation β β
+β β β β β
+ββββββββββββββββββΌββββββββββββββββββββββββββββΌββββββββββββββββββββββββΌββββββββ
+ β β β
+ βββββββββββββββ¬ββββββββββββββ β
+ β β
+ βΌ β
+ βββββββββββββββββββββββ β
+ β π INTEGRATION βββββββββββββββββββββββββββ
+ β LAYER β
+ β β
+ β β’ Combines all β
+ β components β
+ β β’ Resolves deps β
+ β β’ Final assembly β
+ ββββββββββββ¬βββββββββββ
+ β
+ βΌ
+ βββββββββββββββββββββββ
+ β β
QUALITY GATE β
+ β β
+ β Pass all tests? β
+ β Meet requirements? β
+ β Security clear? β
+ ββββββββββββ¬βββββββββββ
+ β
+ ββββββββββββ΄βββββββββββ
+ β β
+ βΌ βΌ
+ βββββββββββββββ βββββββββββββββ
+ β β ISSUES β β β
SUCCESS β
+ β FOUND β β β
+ β β β π Deploy β
+ β π Bug β β Ready β
+ β Finder β β App β
+ β Agent β β β
+ βββββββββββββββ βββββββββββββββ
+ β
+ β Fixes & patches
+ β
+ βΌ
+ βββββββββββββββ
+ β π§ REPAIR β
+ β CYCLE β
+ β β
+ β Re-test βββββΌββββββ
+ β β β
+ βββββββββββββββ β
+ β
+ β
+ βββββββββββββββββββββββββ
+ β
+ βΌ
+βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+β π KNOWLEDGE BASE β
+β β
+β .kno Vector Embeddings βββΊ Context shared between all agents β
+β Unlimited memory βββββββββΊ No token limits on project knowledge β
+β Cross-agent learning βββββΊ Agents build on each other's work β
+βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+
+π DECENTRALIZED EXECUTION: All agents run across 100,000+ Koii network nodes
+```
+
+## Agent Specialization Overview
+
+```
+PLANNING LAYER
+βββ π§ Planning Agent ββββββ GPT-4 ββββββ Natural language β structured tasks
+βββ ποΈ Architecture Agent ββ Claude ββββ System design & dependencies
+
+EXECUTION LAYER
+βββ π¨βπ» Frontend Agent βββββ React/UI ββ Components, styling, user interface
+βββ π¨βπ» Backend Agent ββββββ Node/API ββ Routes, logic, authentication
+βββ ποΈ Database Agent βββββ SQL/NoSQL ββ Schema, queries, data models
+βββ π Docs Agent ββββββββββ Markdown ββ API docs, user guides, comments
+βββ π Security Agent βββββ Scanner βββ Vulnerabilities, best practices
+
+QUALITY LAYER
+βββ π§ͺ Unit Test Agent ββββ Jest/PyTest β Component and function testing
+βββ π Integration Agent ββ Selenium ββββ End-to-end user flows
+βββ π‘οΈ Red Team Agent βββββ Attack ββββββ Penetration testing scripts
+βββ π Bug Finder Agent βββ Multi-model β Error analysis & fixes
+
+ORCHESTRATION
+βββ π Integration Layer βββ Assembly βββ Combines all components
+βββ β
Quality Gate ββββββββ Validation β Pass/fail decisions
+βββ π Deployment βββββββββ Production ββ Ready applications
```
## Agent Specialization Matrix