Add Fractal Inference Swarms (Cortensor-native AI orchestration layer)

apps/fractal-inference-swarms/.gitignore

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+node_modules/
+dist/
+.next/
+.env
+.env.local
+*.log
+logs/
+.DS_Store

apps/fractal-inference-swarms/LICENSE.md

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+MIT License
+
+Copyright (c) 2025 Cortensor Community
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights  
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell     
+copies of the Software, and to permit persons to whom the Software is         
+furnished to do so, subject to the following conditions:                      
+
+The above copyright notice and this permission notice shall be included in    
+all copies or substantial portions of the Software.                           
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR    
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,      
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE   
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER        
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN     
+THE SOFTWARE.

apps/fractal-inference-swarms/PROJECTS.yml

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+- name: fractal-inference-swarms
+  category: apps
+  owner: "@your-github-username"
+  collaborators:
+    - "@your-discord#0001"
+  status: active
+  created: 2026-02-11
+  version: v0.1.0
+  tags:
+    - cortensor
+    - orchestration
+    - ai-swarms
+    - pouw
+    - validators
+    - x402
+    - observability

apps/fractal-inference-swarms/README.md

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+Fractal Inference Swarms (FIS)
+Cortensor-Native AI Orchestration Infrastructure
+A production-grade distributed inference system that decomposes complex tasks, routes them through Cortensor nodes, validates outputs, and distributes micropayments based on performance.
+🎯 Project OverviewFractal Inference Swarms is a Kubernetes-like orchestration layer for decentralized AI inference. It sits on top of Cortensor and provides:
+Intelligent Task Decomposition - Break complex prompts into atomic subtasks
+Distributed Inference Routing - Route subtasks to multiple Cortensor nodes
+Validation & Consensus - Validate outputs using Cortensor validators
+Result Aggregation - Merge validated outputs into unified responses
+PoUW-Based Scoring - Rank node performance using multi-factor metrics
+Micropayment Distribution - Reward high-performing nodes with x402 tokens
+Real-Time Observability - Monitor the entire swarm lifecycle via dashboard
+This is NOT a prototype. This is enterprise-grade AI infrastructure designed for production workloads.🏗️ Architecture┌─────────────────────────────────────────────────────────────┐
+│                     User Interface                          │
+│              (Next.js Real-Time Dashboard)                  │
+└────────────────────┬────────────────────────────────────────┘
+                     │
+                     ▼
+┌─────────────────────────────────────────────────────────────┐
+│                 Fractal Orchestrator                        │
+│  ┌──────────────┐  ┌──────────────┐  ┌─────────────────┐   │
+│  │ Task Splitter│  │ Merge Engine │  │ Scoring Engine  │   │
+│  └──────────────┘  └──────────────┘  └─────────────────┘   │
+│  ┌──────────────┐  ┌──────────────┐  ┌─────────────────┐   │
+│  │  Validation  │  │Reward Engine │  │ WebSocket Server│   │
+│  └──────────────┘  └──────────────┘  └─────────────────┘   │
+└────────────────────┬────────────────────────────────────────┘
+                     │
+                     ▼
+┌─────────────────────────────────────────────────────────────┐
+│                  Cortensor Network                          │
+│                                                             │
+│  ┌─────────┐  ┌─────────┐  ┌─────────┐  ┌─────────┐       │
+│  │ Node A  │  │ Node B  │  │ Node C  │  │ Node D  │  ...  │
+│  └─────────┘  └─────────┘  └─────────┘  └─────────┘       │
+│                                                             │
+│  ┌──────────────────────────────────────────────────────┐  │
+│  │          Cortensor Validators (Consensus)            │  │
+│  └──────────────────────────────────────────────────────┘  │
+└─────────────────────────────────────────────────────────────┘
+                     │
+                     ▼
+┌─────────────────────────────────────────────────────────────┐
+│              Mock x402 Payment Ledger                       │
+│          (Ready for Real Blockchain Integration)            │
+└─────────────────────────────────────────────────────────────┘✨ Key Features🧠 Intelligent Orchestration
+
+Automatic task decomposition into optimized subtasks
+Dynamic subtask routing to available Cortensor nodes
+State machine tracking (CREATED → SPLIT → ROUTED → VALIDATING → MERGED → FINALIZED)
+✅ Validation & Consensus
+
+Cross-validation of outputs from multiple nodes
+Cortensor validator consensus integration
+Conflict resolution using confidence-weighted voting
+Quality gates to reject low-confidence results
+🔀 Result Merging
+
+Synthesizes distributed outputs into coherent final result
+Contribution mapping (tracks which node provided what)
+Confidence scoring for merged output
+Deduplication and format normalization
+📊 PoUW-Based Scoring
+Final Score = w₁×consensus + w₂×confidence + w₃×speed + w₄×reliability
+Configurable weights via environment variables
+Multi-dimensional node evaluation
+Real-time leaderboard updates
+💰 Economic Layer
+
+Mock x402 micropayment distribution
+reward = baseReward × normalizedScore
+Complete transaction ledger with audit trail
+Stake simulation (increases/slashing based on performance)
+📡 Real-Time Dashboard
+
+WebSocket-powered live updates
+Agent spawn animations
+Session lifecycle visualization
+Validator consensus progress bars
+Leaderboard and reward distribution charts

apps/fractal-inference-swarms/RELEASE.md

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+# Release Notes
+
+## v0.1.0 - Initial Release
+- Cortensor-native swarm orchestration
+- Real-time dashboard
+- PoUW scoring engine
+- x402 mock reward ledger
+- Observability metrics

apps/fractal-inference-swarms/STATUS.md

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+# Project Status
+
+## Current Version
+v0.1.0-beta
+
+## Completed
+- Task orchestration
+- Cortensor session integration
+- Validator consensus integration
+- PoUW scoring
+- x402 mock rewards
+- Dashboard visualization
+
+## In Progress
+- On-chain artifact storage
+- Stake slashing logic
+
+## Planned
+- ERC-8004 artifact support
+- Real Cortensor mainnet integration
+- Benchmark suite
+
+## Known Issues
+- Simulated latency variability
+- Limited validator diversity in demo mode

apps/fractal-inference-swarms/backend/.dockerignore

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+node_modules
+dist
+logs
+.env
+*.log
+.git
+.gitignore

apps/fractal-inference-swarms/backend/.env.example

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+# Server Configuration
+PORT=3001
+NODE_ENV=development
+HOST=0.0.0.0
+
+# CORS
+CORS_ORIGIN=http://localhost:3000
+
+# WebSocket
+WS_PORT=3002
+WS_HEARTBEAT_INTERVAL=30000
+
+# Orchestrator Configuration
+MAX_CONCURRENT_AGENTS=20
+DEFAULT_SWARM_SIZE=5
+AGENT_TIMEOUT_MS=30000
+TASK_SPLIT_STRATEGY=semantic
+
+# Scoring Engine Weights
+SCORING_WEIGHT_CONFIDENCE=0.4
+SCORING_WEIGHT_SPEED=0.3
+SCORING_WEIGHT_RELIABILITY=0.3
+
+# Reward Engine
+BASE_REWARD_TOKENS=100
+MIN_SCORE_THRESHOLD=0.3
+REWARD_POOL_SIZE=1000
+
+# Logging
+LOG_LEVEL=debug
+LOG_FORMAT=json

apps/fractal-inference-swarms/backend/Dockerfile

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+FROM node:20-alpine AS builder
+
+WORKDIR /app
+
+COPY package.json package-lock.json* ./
+RUN npm ci --ignore-scripts
+
+COPY tsconfig.json ./
+COPY src ./src
+
+RUN npm run build
+
+FROM node:20-alpine AS runner
+
+WORKDIR /app
+
+ENV NODE_ENV=production
+
+RUN addgroup --system --gid 1001 swarm && \
+    adduser --system --uid 1001 agent
+
+COPY --from=builder /app/package.json ./
+COPY --from=builder /app/package-lock.json* ./
+RUN npm ci --omit=dev --ignore-scripts
+
+COPY --from=builder /app/dist ./dist
+
+RUN mkdir -p logs && chown -R agent:swarm logs
+
+USER agent
+
+EXPOSE 3001
+
+HEALTHCHECK --interval=30s --timeout=10s --start-period=5s --retries=3 \
+  CMD wget --no-verbose --tries=1 --spider http://localhost:3001/api/health || exit 1
+
+CMD ["node", "dist/server.js"]