Initial commit: LLM Automation Docs & Remediation Engine v2.0

Features:
- Automated datacenter documentation generation
- MCP integration for device connectivity
- Auto-remediation engine with safety checks
- Multi-factor reliability scoring (0-100%)
- Human feedback learning loop
- Pattern recognition and continuous improvement
- Agentic chat support with AI
- API for ticket resolution
- Frontend React with Material-UI
- CI/CD pipelines (GitLab + Gitea)
- Docker & Kubernetes deployment
- Complete documentation and guides

v2.0 Highlights:
- Auto-remediation with write operations (disabled by default)
- Reliability calculator with 4-factor scoring
- Human feedback system for continuous learning
- Pattern-based progressive automation
- Approval workflow for critical actions
- Full audit trail and rollback capability

docs/api/endpoints.md

@@ -0,0 +1,50 @@
+# API Endpoints Reference
+
+## Complete Endpoint List
+
+| Method | Endpoint | Description | Auth |
+|--------|----------|-------------|------|
+| GET | `/api/v1/sections` | List all sections | No |
+| GET | `/api/v1/sections/{id}` | Get section content | No |
+| GET | `/api/v1/summary` | Get sections summary | No |
+| GET | `/api/v1/search` | Search documentation | No |
+| GET | `/api/v1/stats` | Get statistics | No |
+| GET | `/api/v1/llm-optimized/{id}` | Get LLM-optimized content | No |
+| GET | `/health` | Health check | No |
+| GET | `/mcp/methods` | List MCP methods | Yes |
+| GET | `/mcp/connections` | List connections | Yes |
+| POST | `/mcp/execute/ssh` | Execute SSH command | Yes |
+| POST | `/mcp/execute/snmp/get` | SNMP GET query | Yes |
+| POST | `/mcp/execute/api` | API request | Yes |
+
+## Response Formats
+
+All API responses follow this structure:
+
+### Success Response
+```json
+{
+  "success": true,
+  "data": { ... },
+  "timestamp": "2025-01-20T10:30:00Z"
+}
+```
+
+### Error Response
+```json
+{
+  "success": false,
+  "error": "Error message",
+  "code": "ERROR_CODE",
+  "timestamp": "2025-01-20T10:30:00Z"
+}
+```
+
+## HTTP Status Codes
+
+- `200` - Success
+- `400` - Bad Request
+- `401` - Unauthorized
+- `404` - Not Found
+- `429` - Too Many Requests
+- `500` - Internal Server Error