Repository Structure

samsara-ai/
│
├── .github/                      # GitHub Configurations
│   ├── workflows/                # CI/CD Pipelines
│   │   ├── build-test.yml        # PR Validation (Unit Tests + Security Scans)
│   │   ├── release.yml          # Production Image Build & Deployment
│   │   └── dependabot.yml        # Dependency Vulnerability Monitoring
│   └── CODEOWNERS                # Enforce Code Review Rules
│
├── src/                          # Core Source Code
│   ├── agents/                   # Agent Management
│   │   ├── core/                 # Base Agent Logic
│   │   │   ├── agent_base.py     # Abstract Agent Class (Pydantic Models)
│   │   │   ├── agent_factory.py  # Factory Pattern for Agent Creation
│   │   │   └── lifecycle.py      # Auto-Scaling & Health Checks
│   │   ├── templates/            # Pre-Built Agent Templates
│   │   │   ├── finance_risk.json # Financial Risk Analysis Template
│   │   │   └── logistics_opt.json
│   │   └── llm_integration/      # LLM-Specific Adapters
│   │       ├── openai_adapter.py
│   │       └── anthropic_adapter.py
│   │
│   ├── orchestration/            # Multi-Agent Coordination
│   │   ├── scheduler/            # Workflow Engine
│   │   │   ├── dag_scheduler.py  # DAG-Based Task Scheduling (NetworkX)
│   │   │   └── redis_lock.py     # Distributed Task Locking
│   │   ├── federated_learning/   # Federated Learning Core
│   │   │   ├── aggregator.py    # Secure Model Aggregation
│   │   │   ├── differential_privacy.py
│   │   │   └── homomorphic.py   # Encrypted Computation
│   │   └── resource_manager/     # Infrastructure Control
│   │       ├── kubernetes_ctrl.py # K8s API Integration
│   │       └── cost_optimizer.py # Cloud Cost Analytics
│   │
│   ├── api/                      # REST/gRPC Interfaces
│   │   ├── app.py                # FastAPI Entrypoint
│   │   ├── routes/               # API Endpoints
│   │   │   ├── agents.py         # CRUD for Agent Management
│   │   │   ├── tasks.py          # Workflow Execution
│   │   │   └── monitoring.py     # Metrics & Health Checks
│   │   └── auth/                 # Zero-Trust Security
│   │       ├── jwt_handler.py    # Token Validation
│   │       └── oauth2_schema.py  # OAuth2 Scopes
│   │
│   ├── infrastructure/           # Deployment Configs
│   │   ├── docker/               # Containerization
│   │   │   ├── agent.Dockerfile  # Agent Base Image
│   │   │   └── postgres.Dockerfile
│   │   ├── kubernetes/           # K8s Manifests
│   │   │   ├── deployments/      # Per-Agent Deployment Files
│   │   │   ├── services/
│   │   │   └── autoscaling.yaml # HPA Policies
│   │   └── terraform/            # IaC for Multi-Cloud
│   │       ├── aws_eks/          # AWS EKS Cluster
│   │       └── azure_storage/    # Azure Blob Storage
│   │
│   └── utils/                    # Shared Utilities
│       ├── cryptography/         # Quantum-Safe Encryption
│       │   ├── kyber.py          # Post-Quantum KEM
│       │   └── aes_gcm.py        # AES-GCM Wrapper
│       ├── logging/              # Structured Logging
│       │   ├── opentelemetry.py # Distributed Tracing
│       │   └── splunk_integration.py
│       └── monitoring/          # Observability
│           ├── prometheus.py    # Custom Metrics
│           └── grafana_dashboards/ # JSON Dashboard Templates
│
├── tests/                        # Test Suite
│   ├── unit/                     # Unit Tests (Pytest)
│   │   ├── agents/
│   │   └── orchestration/
│   ├── integration/              # Integration Tests
│   │   ├── api/
│   │   └── kubernetes/
│   └── benchmarks/               # Performance Tests
│       ├── load_testing.jmx      # JMeter Configs
│       └── scalability_report.py
│
├── docs/                         # Documentation
│   ├── api/                      # OpenAPI Spec (Swagger)
│   ├── architecture/             # Architecture Diagrams (PDF/Excalidraw)
│   ├── deployment/               # Multi-Cloud Setup Guides
│   └── CONTRIBUTING.md           # Developer Guidelines
│
├── configs/                      # Environment Configurations
│   ├── dev.env                   # Development Variables
│   ├── prod.env                  # Production Secrets (Vault-Encrypted)
│   └── logging.yaml              # Logging Configuration
│
├── scripts/                      # Automation Scripts
│   ├── deploy/                   # Deployment Helpers
│   │   ├── cloud_setup.sh        # Infrastructure Provisioning
│   │   └── rollback.sh           # Emergency Rollback
│   └── security/                 # Security Tools
│       ├── vulnerability_scan.sh # CVE Scanning
│       └── compliance_check.py   # SOC2/GDPR Checks
│
├── .gitignore                    # Git Exclusion Rules
├── LICENSE                       # Apache 2.0 License
├── pyproject.toml                # Python Build Config
├── requirements.txt              # Python Dependencies
├── README.md                     # Project Overview & Quickstart
└── SECURITY.md                   # Vulnerability Reporting Policy