{
"master": {
"tasks": [
{
"id": 1,
"title": "Setup Project Foundation",
"description": "Establish the foundational structure for the Guile home lab tool migration project",
"details": "Create the core module structure (lab/, mcp/, utils/), set up development environment with Guile libraries, establish testing frameworks and coding standards. This includes creating directory structure, configuring NixOS environment, and setting up development tools.",
"status": "done",
"priority": "high",
"testStrategy": "Verify directory structure creation, test Guile environment setup, validate coding standards documentation",
"dependencies": [],
"created": "2025-06-15T21:52:00Z",
"updated": "2025-06-15T21:52:00Z"
},
{
"id": 2,
"title": "Implement Core Utilities Module",
"description": "Create the utilities module with SSH, JSON, logging, and configuration management functionality",
"details": "Implement utils/ module containing: ssh operations (guile-ssh integration), JSON processing (guile-json), logging system with color support, configuration parsing and validation. These utilities will be used by all other modules.",
"status": "done",
"priority": "high",
"testStrategy": "Unit tests for each utility function, integration tests with real SSH connections, JSON parsing validation",
"dependencies": [
1
],
"created": "2025-06-15T21:52:00Z",
"updated": "2025-06-15T21:52:00Z"
},
{
"id": 3,
"title": "Implement Machine Management Core",
"description": "Create the core machine management functionality for the lab/ module",
"details": "Implement lab/core/ and lab/machines/ modules with: machine discovery and registration, health monitoring and status checking, machine configuration management, basic deployment operations. Support for existing machines: congenital-optimist, sleeper-service, grey-area, reverse-proxy.",
"status": "done",
"priority": "high",
"testStrategy": "Test machine discovery, validate health checks against real machines, test configuration loading",
"dependencies": [
2
],
"created": "2025-06-15T21:52:00Z",
"updated": "2025-06-15T21:52:00Z"
},
{
"id": 4,
"title": "Implement Deployment Strategies",
"description": "Create deployment module with support for multiple deployment strategies",
"details": "Implement lab/deployment/ module with: local deployment (nixos-rebuild), SSH-based deployment, deploy-rs integration, rollback mechanisms. Support for different deployment modes (boot, test, switch) and error handling with automatic recovery.",
"status": "done",
"priority": "high",
"testStrategy": "Test each deployment strategy on test machines, validate rollback functionality, test error conditions",
"dependencies": [
3
],
"created": "2025-06-15T21:52:00Z",
"updated": "2025-06-15T21:52:00Z"
},
{
"id": 5,
"title": "Implement Service Monitoring",
"description": "Create service monitoring and management functionality",
"details": "Implement lab/monitoring/ module with: service discovery (systemd, containers), health checks and status monitoring, log collection and analysis, resource monitoring (CPU, memory, disk). Integration with existing services like Ollama, Forgejo, Jellyfin.",
"status": "done",
"priority": "medium",
"testStrategy": "Test service discovery, validate monitoring accuracy, test log collection from remote machines",
"dependencies": [
3
],
"created": "2025-06-15T21:52:00Z",
"updated": "2025-06-15T21:52:00Z"
},
{
"id": 6,
"title": "Implement Configuration Management",
"description": "Create comprehensive configuration management system",
"details": "Implement lab/config/ module with: machine configuration parsing and validation, service configuration management, environment-specific configurations, configuration templating and generation. Support for NixOS configuration files and flake management.",
"status": "done",
"priority": "medium",
"testStrategy": "Test configuration parsing, validate configuration templates, test configuration deployment",
"dependencies": [
2
],
"created": "2025-06-15T21:52:00Z",
"updated": "2025-06-15T21:52:00Z"
},
{
"id": 7,
"title": "Implement MCP Protocol Core",
"description": "Create the core Model Context Protocol server implementation",
"details": "Implement mcp/server/ module with: JSON-RPC 2.0 protocol handling, MCP 2024-11-05 specification compliance, request/response routing, connection management. Support for stdio, HTTP, and WebSocket transports.",
"status": "done",
"priority": "high",
"testStrategy": "Test protocol compliance, validate JSON-RPC handling, test connection management",
"dependencies": [
2
],
"created": "2025-06-15T21:52:00Z",
"updated": "2025-06-15T21:52:00Z",
"subtasks": [
{
"id": 1,
"title": "Implement JSON-RPC 2.0 Protocol Foundation",
"description": "Create the foundational JSON-RPC 2.0 protocol handling for MCP communication",
"details": "Implement JSON-RPC request/response parsing, validation, and basic error handling. Support for method dispatching and proper JSON-RPC 2.0 compliance including id handling, error codes, and batch requests.",
"status": "done",
"dependencies": [],
"parentTaskId": 7
},
{
"id": 2,
"title": "Implement MCP Initialization & Capability Negotiation",
"description": "Implement the MCP protocol initialization handshake and capability negotiation",
"details": "Handle the initialize method, protocol version negotiation, client/server capability exchange, and the initialized notification. Implement proper error handling for unsupported protocol versions.",
"status": "done",
"dependencies": [
1
],
"parentTaskId": 7
},
{
"id": 3,
"title": "Implement Transport Layer (Stdio/HTTP/WebSocket)",
"description": "Implement multi-transport protocol support for MCP communication",
"details": "Create transport abstraction layer supporting stdio, HTTP, and WebSocket protocols. Implement connection management, lifecycle handling, and transport-specific message handling while maintaining a common interface.",
"status": "done",
"dependencies": [
2
],
"parentTaskId": 7
},
{
"id": 4,
"title": "Implement Request Routing & Method Dispatch",
"description": "Implement MCP request routing and method dispatch system",
"details": "Create a flexible routing system to dispatch MCP methods (tools, resources, prompts) to appropriate handlers. Support dynamic registration of handlers and proper error responses for unsupported methods.",
"status": "done",
"dependencies": [
2
],
"parentTaskId": 7
},
{
"id": 5,
"title": "Implement Message Validation & Schema Enforcement",
"description": "Implement MCP message validation and schema enforcement",
"details": "Create comprehensive validation for MCP message schemas, parameter validation for tools/resources/prompts, type checking, and proper error responses for malformed requests. Include JSON schema validation where applicable.",
"status": "done",
"dependencies": [
4
],
"parentTaskId": 7
},
{
"id": 6,
"title": "Implement Error Handling & Recovery",
"description": "Implement comprehensive error handling and recovery mechanisms for MCP",
"details": "Create robust error handling for protocol errors, transport failures, method errors, and graceful degradation. Implement proper MCP error codes, connection recovery, and fallback mechanisms.",
"status": "done",
"dependencies": [
3,
4
],
"parentTaskId": 7
},
{
"id": 7,
"title": "Integrate with Guile Infrastructure",
"description": "Integrate MCP server with existing Guile-based infrastructure",
"details": "Create integration layer between the MCP protocol server and existing Guile lab tools. Implement proper FFI bindings, data transformation, and ensure compatibility with the existing home lab management functions.",
"status": "done",
"dependencies": [
5,
6
],
"parentTaskId": 7
}
]
},
{
"id": 8,
"title": "Implement MCP Tools",
"description": "Create MCP tools for home lab operations",
"details": "Implement mcp/tools/ module with core MCP tools: deploy_machine, check_infrastructure, monitor_services, update_system, backup_data, restore_system. Each tool should provide comprehensive parameter validation and error handling.",
"status": "pending",
"priority": "high",
"testStrategy": "Test each MCP tool individually, validate parameter handling, test error conditions",
"dependencies": [
4,
5,
7,
"31"
],
"created": "2025-06-15T21:52:00Z",
"updated": "2025-06-15T21:52:00Z"
},
{
"id": 9,
"title": "Implement MCP Resources",
"description": "Create MCP resource endpoints for infrastructure data access",
"details": "Implement mcp/resources/ module with resource endpoints: homelab://machines/{machine}, homelab://services/{service}, homelab://network/topology, homelab://metrics/{type}, homelab://logs/{service}. Provide real-time access to infrastructure state and historical data.",
"status": "pending",
"priority": "medium",
"testStrategy": "Test resource endpoint functionality, validate data accuracy, test real-time updates",
"dependencies": [
7,
5
],
"created": "2025-06-15T21:52:00Z",
"updated": "2025-06-15T21:52:00Z"
},
{
"id": 10,
"title": "Create Command-Line Interface",
"description": "Implement the main command-line interface for the lab tool",
"details": "Create the main lab command entry point with: argument parsing and validation, command routing and execution, help system and documentation, color-coded output and logging. Maintain compatibility with existing lab command usage patterns.",
"status": "done",
"priority": "high",
"testStrategy": "Test all command combinations, validate help system, test error handling and user feedback",
"dependencies": [
4,
5,
6
],
"created": "2025-06-15T21:52:00Z",
"updated": "2025-06-15T21:52:00Z"
},
{
"id": 11,
"title": "Implement VS Code Extension Foundation",
"description": "Create the foundation for the VS Code extension with MCP client integration",
"details": "Implement TypeScript extension with: extension activation and lifecycle management, MCP client connection handling, VS Code API integration, configuration management. Set up proper TypeScript build system and packaging.",
"status": "done",
"priority": "medium",
"testStrategy": "Test extension activation, validate MCP client connection, test VS Code integration",
"dependencies": [
8
],
"created": "2025-06-15T21:52:00Z",
"updated": "2025-06-15T21:52:00Z"
},
{
"id": 12,
"title": "Implement Extension User Interface",
"description": "Create the user interface components for the VS Code extension",
"details": "Implement extension UI with: status bar integration for infrastructure status, command palette commands, tree view for infrastructure exploration, output channels for operation results. Design intuitive and informative user experience.",
"status": "pending",
"priority": "medium",
"testStrategy": "Test UI responsiveness, validate status updates, test command execution from VS Code",
"dependencies": [
11
],
"created": "2025-06-15T21:52:00Z",
"updated": "2025-06-15T21:52:00Z"
},
{
"id": 13,
"title": "Implement GitHub Copilot Integration",
"description": "Create integration between the extension and GitHub Copilot",
"details": "Implement Copilot integration with: context enhancement for infrastructure-aware suggestions, code completion improvements, documentation integration, best practices enforcement. Provide seamless AI assistance for home lab development.",
"status": "pending",
"priority": "medium",
"testStrategy": "Test Copilot context enhancement, validate code suggestions, test documentation integration",
"dependencies": [
12
],
"created": "2025-06-15T21:52:00Z",
"updated": "2025-06-15T21:52:00Z"
},
{
"id": 14,
"title": "Create Testing Framework",
"description": "Implement comprehensive testing framework for all components",
"details": "Create testing infrastructure with: unit testing framework using srfi-64, integration testing for module interactions, end-to-end testing for complete workflows, performance testing and benchmarking, MCP protocol compliance testing.",
"status": "pending",
"priority": "medium",
"testStrategy": "Test the testing framework itself, validate test coverage, benchmark performance against current Bash tool",
"dependencies": [
1
],
"created": "2025-06-15T21:52:00Z",
"updated": "2025-06-15T21:52:00Z"
},
{
"id": 15,
"title": "Implement Error Handling and Recovery",
"description": "Create comprehensive error handling and recovery mechanisms",
"details": "Implement robust error handling with: condition system for error management, automatic recovery mechanisms, detailed error reporting and logging, graceful degradation for network issues, rollback capabilities for failed operations.",
"status": "pending",
"priority": "high",
"testStrategy": "Test error conditions, validate recovery mechanisms, test rollback functionality",
"dependencies": [
2
],
"created": "2025-06-15T21:52:00Z",
"updated": "2025-06-15T21:52:00Z"
},
{
"id": 16,
"title": "Implement Concurrent Operations",
"description": "Add support for parallel and concurrent operations",
"details": "Implement concurrency with: parallel machine deployments using Guile fibers, concurrent monitoring operations, thread-safe state management, resource pooling and management. Optimize performance for multi-machine operations.",
"status": "pending",
"priority": "medium",
"testStrategy": "Test parallel operations, validate thread safety, benchmark concurrent performance",
"dependencies": [
4,
5
],
"created": "2025-06-15T21:52:00Z",
"updated": "2025-06-15T21:52:00Z"
},
{
"id": 17,
"title": "Create Documentation System",
"description": "Implement comprehensive documentation and help system",
"details": "Create documentation with: API documentation for all modules, user guide and tutorials, developer guide for extensions, migration guide from Bash tool, troubleshooting and FAQ. Include inline help and man pages.",
"status": "done",
"priority": "medium",
"testStrategy": "Validate documentation accuracy, test help system functionality, verify migration guide",
"dependencies": [
10
],
"created": "2025-06-15T21:52:00Z",
"updated": "2025-06-15T21:52:00Z"
},
{
"id": 18,
"title": "Implement Security Features",
"description": "Add security enhancements and validation",
"details": "Implement security features with: SSH key management and validation, input sanitization and validation, privilege separation and least privilege, audit logging for all operations, secure communication for MCP protocol. Follow security best practices.",
"status": "pending",
"priority": "high",
"testStrategy": "Security audit and penetration testing, validate input handling, test privilege separation",
"dependencies": [
2,
7
],
"created": "2025-06-15T21:52:00Z",
"updated": "2025-06-15T21:52:00Z"
},
{
"id": 19,
"title": "Create NixOS Integration",
"description": "Implement seamless NixOS integration and packaging",
"details": "Create NixOS integration with: Nix package for the Guile tool, NixOS service module for MCP server, flake integration and dependencies, systemd service configuration, proper NixOS conventions and standards compliance.",
"status": "done",
"priority": "medium",
"testStrategy": "Test NixOS package installation, validate service module, test flake integration",
"dependencies": [
10,
8
],
"created": "2025-06-15T21:52:00Z",
"updated": "2025-06-15T21:52:00Z"
},
{
"id": 20,
"title": "Implement Performance Optimization",
"description": "Optimize performance and resource usage",
"details": "Implement performance optimizations with: startup time optimization, memory usage reduction, network operation optimization, caching mechanisms, lazy loading strategies. Ensure performance meets or exceeds current Bash tool.",
"status": "pending",
"priority": "medium",
"testStrategy": "Performance benchmarking, memory profiling, startup time measurement, comparison with Bash tool",
"dependencies": [
16
],
"created": "2025-06-15T21:52:00Z",
"updated": "2025-06-15T21:52:00Z"
},
{
"id": 21,
"title": "Create Migration Tools",
"description": "Implement migration tools and compatibility layer",
"details": "Create migration support with: configuration migration utilities, compatibility wrapper for Bash tool, data migration scripts, backup and restore tools, validation of migrated configurations. Ensure smooth transition for users.",
"status": "pending",
"priority": "medium",
"testStrategy": "Test migration utilities, validate configuration conversion, test compatibility layer",
"dependencies": [
6,
10
],
"created": "2025-06-15T21:52:00Z",
"updated": "2025-06-15T21:52:00Z"
},
{
"id": 22,
"title": "Implement Web Dashboard",
"description": "Create optional web dashboard for infrastructure monitoring",
"details": "Implement web dashboard with: real-time infrastructure status display, interactive machine and service management, performance metrics visualization, log viewing and analysis, responsive design for mobile access. Use Artanis web framework.",
"status": "pending",
"priority": "low",
"testStrategy": "Test web interface functionality, validate real-time updates, test mobile responsiveness",
"dependencies": [
5,
9
],
"created": "2025-06-15T21:52:00Z",
"updated": "2025-06-15T21:52:00Z"
},
{
"id": 23,
"title": "Create Plugin Architecture",
"description": "Implement extensible plugin system for additional functionality",
"details": "Create plugin system with: plugin discovery and loading, plugin API definition, plugin configuration management, example plugins for common tasks, documentation for plugin development. Enable third-party extensions.",
"status": "pending",
"priority": "low",
"testStrategy": "Test plugin loading, validate plugin API, test example plugins",
"dependencies": [
10,
17
],
"created": "2025-06-15T21:52:00Z",
"updated": "2025-06-15T21:52:00Z"
},
{
"id": 24,
"title": "Conduct Integration Testing",
"description": "Perform comprehensive integration testing of all components",
"details": "Conduct thorough integration testing with: end-to-end workflow testing, cross-module integration validation, real infrastructure testing, performance benchmarking, MCP protocol compliance verification, VS Code extension integration testing.",
"status": "pending",
"priority": "high",
"testStrategy": "Full system testing, automated test suite execution, performance regression testing",
"dependencies": [
13,
18,
19
],
"created": "2025-06-15T21:52:00Z",
"updated": "2025-06-15T21:52:00Z"
},
{
"id": 25,
"title": "Prepare Production Deployment",
"description": "Finalize production deployment and release preparation",
"details": "Prepare for production with: final testing and validation, deployment documentation, release notes and changelog, backup and rollback procedures, monitoring and alerting setup, user training materials, production deployment execution.",
"status": "pending",
"priority": "high",
"testStrategy": "Production deployment testing, validate backup procedures, test rollback mechanisms",
"dependencies": [
24,
21,
17
],
"created": "2025-06-15T21:52:00Z",
"updated": "2025-06-15T21:52:00Z"
},
{
"id": 26,
"title": "Test AI Integration with Local Ollama Models",
"description": "Verify that the AI integration is working correctly with local Ollama models.",
"details": "1. Set up a local environment with Ollama models.\n2. Integrate the AI system with the local Ollama models.\n3. Run test cases to ensure seamless interaction between the AI and Ollama models.\n4. Validate that the AI can perform tasks using the Ollama models as expected.\n5. Document any issues encountered during testing and their resolution.",
"testStrategy": "1. Execute predefined test cases for AI functionality with Ollama models.\n2. Perform regression testing to ensure no existing features are affected.\n3. Review logs and system metrics to identify any performance bottlenecks or errors.\n4. Conduct user acceptance testing (UAT) if possible, involving domain experts to validate the solution's effectiveness.",
"status": "pending",
"dependencies": [
19
],
"priority": "medium",
"subtasks": []
},
{
"id": 27,
"title": "Optimize Ollama Server Configuration",
"description": "Improve performance by optimizing Ollama server settings.",
"details": "Review current Ollama server configuration parameters and identify areas for optimization. Implement changes to enhance performance, including but not limited to: adjusting resource allocation, tuning network settings, and refining caching mechanisms. Ensure that all changes are documented and tested thoroughly.",
"testStrategy": "Run performance benchmarks before and after the optimization to measure improvements. Validate that the server handles increased load without degradation in performance. Conduct stress testing to ensure stability under high loads.",
"status": "pending",
"dependencies": [
10,
21
],
"priority": "medium",
"subtasks": [
{
"id": 1,
"title": "Review Current Ollama Server Configuration",
"description": "Analyze the current configuration parameters and identify potential areas for optimization.",
"dependencies": [],
"details": "Use server management tools to review all configuration settings. Document findings in a report.",
"status": "pending",
"testStrategy": "Compare performance metrics before and after the review."
},
{
"id": 2,
"title": "Implement Performance Enhancements",
"description": "Apply optimizations based on the review, including resource allocation, network tuning, and caching refinement.",
"dependencies": [
1
],
"details": "Adjust settings according to best practices and documented findings. Ensure changes are incremental and reversible.",
"status": "pending",
"testStrategy": "Monitor performance metrics during and after implementation. Compare with baseline data."
},
{
"id": 3,
"title": "Document Changes and Test Thoroughly",
"description": "Record all configuration changes made and test the server thoroughly to ensure optimal performance.",
"dependencies": [
2
],
"details": "Create a comprehensive documentation of all changes. Perform stress testing and load testing to validate improvements.",
"status": "pending",
"testStrategy": "Conduct unit tests, integration tests, and system tests to cover all aspects of the configuration."
}
]
},
{
"id": 28,
"title": "Update and Improve Project Documentation",
"description": "Audit existing documentation, revise outdated content, create new documentation for undocumented features, establish standards, and set up maintenance procedures.",
"details": "1. **Auditing Existing Documentation**: Review all current documentation to identify inaccuracies and gaps.\n2. **Revising Outdated Content**: Update sections that are no longer relevant or contain incorrect information based on the latest codebase and user feedback.\n3. **Creating New Documentation**: Develop comprehensive guides for undocumented features, setup instructions, API documentation, and troubleshooting guides.\n4. **Establishing Standards**: Define clear guidelines for writing technical documentation, including style, tone, and structure.\n5. **Setting Up Maintenance Procedures**: Create a process for regularly updating and maintaining the documentation to ensure it remains accurate and useful.",
"testStrategy": "1. Validate accuracy of updated sections against current codebase.\n2. Test new documentation by following setup instructions and troubleshooting guides.\n3. Review maintenance procedures to ensure they are comprehensive and easy to follow.\n4. Conduct user testing sessions to gather feedback on the clarity and usefulness of the documentation.",
"status": "pending",
"dependencies": [
17
],
"priority": "medium",
"subtasks": [
{
"id": 1,
"title": "Audit Existing Documentation for Accuracy",
"description": "Review all current documentation to identify inaccuracies and gaps.",
"dependencies": [],
"details": "Manually go through each document, compare with the codebase, and note any discrepancies or missing information.",
"status": "pending",
"testStrategy": "Compare findings with a known accurate version of the documentation."
},
{
"id": 2,
"title": "Revise Outdated Content",
"description": "Update sections that are no longer relevant or contain incorrect information based on the latest codebase and user feedback.",
"dependencies": [
1
],
"details": "Use the audit findings to update outdated content. Cross-reference with user feedback for accuracy.",
"status": "pending",
"testStrategy": "Review updated sections against both the codebase and user feedback."
},
{
"id": 3,
"title": "Identify Gaps and Create New Documentation",
"description": "Develop comprehensive guides for undocumented features, setup instructions, API documentation, and troubleshooting guides.",
"dependencies": [
1
],
"details": "Based on the audit findings, identify gaps in the documentation. Write new documents covering these areas.",
"status": "pending",
"testStrategy": "Review newly created documents to ensure they cover all necessary topics comprehensively."
},
{
"id": 4,
"title": "Establish Documentation Standards",
"description": "Define clear guidelines for writing technical documentation, including style, tone, and structure.",
"dependencies": [
1,
2,
3
],
"details": "Develop a document outlining the standards. Include examples of good practice and common mistakes to avoid.",
"status": "pending",
"testStrategy": "Conduct a review session with team members to ensure everyone understands and agrees on the new standards."
},
{
"id": 5,
"title": "Create User Guides and Setup Instructions",
"description": "Develop user guides and setup instructions based on the identified gaps and new documentation.",
"dependencies": [
1,
2,
3
],
"details": "Write detailed, step-by-step guides for users. Ensure they are easy to follow and include screenshots where applicable.",
"status": "pending",
"testStrategy": "Test the guides with a small group of users to ensure clarity and usability."
},
{
"id": 6,
"title": "Implement Documentation Maintenance Procedures",
"description": "Create a process for regularly updating and maintaining the documentation to ensure it remains accurate and useful.",
"dependencies": [
1,
2,
3,
4,
5
],
"details": "Develop a maintenance plan that includes regular reviews, updates based on user feedback, and ensuring compliance with standards.",
"status": "pending",
"testStrategy": "Conduct a mock update cycle to test the effectiveness of the maintenance procedures."
}
]
},
{
"id": 29,
"title": "Implement RAG (Retrieval Augmented Generation) System",
"description": "Develop a comprehensive RAG system for document retrieval, embedding generation, query processing, and MCP server integration.",
"details": "1. **Vector Storage Setup**: Implement vector storage using an efficient database or service like Faiss or Weaviate.\n2. **Document Indexing**: Create a module to index technical documentation, configuration files, and project knowledge.\n3. **Embedding Generation**: Develop an embedding generation system that converts text into vector representations for similarity search.\n4. **Query Processing**: Implement query processing logic to handle user queries, retrieve relevant documents, and generate responses using embeddings.\n5. **MCP Server Integration**: Integrate the RAG system with the MCP server to enable document retrieval during operations.\n6. **Testing**: Write unit tests for each component, integration tests for module interactions, and end-to-end tests for complete workflows.",
"testStrategy": "1. Validate vector storage functionality by querying known documents.\n2. Test document indexing by searching for specific keywords in indexed documents.\n3. Ensure embedding generation produces accurate vector representations.\n4. Verify query processing returns relevant documents and generates appropriate responses.\n5. Test MCP server integration to ensure seamless retrieval of documents during operations.\n6. Conduct performance testing to benchmark the system under load.",
"status": "pending",
"dependencies": [
10,
8
],
"priority": "medium",
"subtasks": []
},
{
"id": 30,
"title": "Prepare Documentation for RAG System Digestion and Indexing",
"description": "Document the process of preparing documents for optimal retrieval, adding metadata tags, standardizing formats, creating document hierarchies, and ensuring all technical documentation is properly formatted and tagged for vector embedding and semantic search.",
"details": "1. **Structuring Documents**: Create a structured format for documents to ensure they are easily retrievable. This includes organizing documents into logical sections and sub-sections.\n2. **Adding Metadata Tags**: Implement a system to add metadata tags to documents, such as keywords, categories, and descriptions, to improve searchability.\n3. **Standardizing Formats**: Ensure all documentation is in a standardized format, such as Markdown or reStructuredText, to maintain consistency across the project.\n4. **Creating Document Hierarchies**: Develop a hierarchical structure for the documentation, making it easier for users to navigate and find specific information.\n5. **Formatting Technical Documentation**: Format technical documentation, configuration files, README files, and project knowledge in a clear and concise manner, ensuring they are easily understandable by both developers and end-users.\n6. **Tagging for Vector Embedding**: Ensure all documentation is tagged appropriately for vector embedding, allowing for efficient semantic search and retrieval.\n7. **Review and Validation**: Review the formatted and tagged documentation to ensure accuracy and completeness.",
"testStrategy": "1. **Accuracy of Documentation**: Verify that all technical documentation, configuration files, README files, and project knowledge are accurately formatted and tagged.\n2. **Searchability**: Test the search functionality using various keywords and metadata tags to ensure documents can be easily retrieved.\n3. **Consistency**: Ensure that all documentation follows a consistent format and style throughout the project.\n4. **User Feedback**: Gather feedback from users to validate the clarity and usefulness of the documentation.",
"status": "pending",
"dependencies": [
29
],
"priority": "medium",
"subtasks": [
{
"id": 1,
"title": "Analyze Current Document Structure and Formats",
"description": "Review existing documents to understand their current structure, formats, and content. Identify inconsistencies and areas for improvement.",
"dependencies": [],
"details": "Conduct a thorough analysis of sample documents to identify common patterns, structures, and formats. Document findings in a report.",
"status": "pending",
"testStrategy": "Manual review by multiple team members."
},
{
"id": 2,
"title": "Standardize Markdown Formatting and Metadata",
"description": "Develop a standardized format for all documentation using Markdown or reStructuredText. Define metadata tags such as keywords, categories, and descriptions.",
"dependencies": [
1
],
"details": "Create a style guide for Markdown formatting. Develop a template for adding metadata tags to documents.",
"status": "pending",
"testStrategy": "Automated checks for consistent formatting and presence of required metadata tags."
},
{
"id": 3,
"title": "Add Semantic Tags and Categories",
"description": "Implement a system to add semantic tags and categories to all documentation. Ensure tags are relevant, descriptive, and consistent across the project.",
"dependencies": [
2
],
"details": "Develop a list of common tags and categories. Train team members on how to use these tags effectively. Implement a tool for adding tags automatically where possible.",
"status": "pending",
"testStrategy": "Manual review by subject matter experts. Automated checks for consistency in tag usage."
},
{
"id": 4,
"title": "Create Document Hierarchy and Relationships",
"description": "Develop a hierarchical structure for the documentation, making it easier for users to navigate and find specific information.",
"dependencies": [
3
],
"details": "Design a tree-like structure with root nodes representing major topics. Define relationships between documents using links or references.",
"status": "pending",
"testStrategy": "User testing sessions to evaluate ease of navigation. Automated checks for logical document hierarchies."
},
{
"id": 5,
"title": "Optimize Content for Vector Embeddings and Search",
"description": "Format technical documentation, configuration files, README files, and project knowledge in a clear and concise manner, ensuring they are easily understandable by both developers and end-users.",
"dependencies": [
4
],
"details": "Refine content to be concise and focused on key information. Use bullet points, numbered lists, and images where appropriate. Ensure all technical terms are clearly defined.",
"status": "pending",
"testStrategy": "Automated checks for clarity and conciseness. Manual review by users."
}
]
},
{
"id": 31,
"title": "Create Comprehensive Test-Driven Development (TDD) Test Suite for MCP Protocol Core Implementation",
"description": "Develop a thorough TDD test suite that includes unit tests, integration tests, protocol compliance tests, performance tests, and error scenario testing using Guile Scheme SRFI-64.",
"status": "in-progress",
"dependencies": [
7
],
"priority": "medium",
"details": "1. **Unit Tests**: Write detailed unit tests for all modules including jsonrpc, protocol, transport, router, validation, error-handling, and integration.\n2. **Integration Tests**: Ensure that all components work together seamlessly.\n3. **Protocol Compliance Tests**: Validate the MCP implementation against the MCP 2024-11-05 specification.\n4. **Performance Tests**: Measure and optimize performance of the MCP core.\n5. **Error Scenario Testing**: Simulate various error conditions to ensure robustness.",
"testStrategy": "1. Run unit tests using SRFI-64 framework to verify individual module functionality.\n2. Execute integration tests to check for interaction errors between modules.\n3. Perform protocol compliance testing against the MCP specification document.\n4. Conduct performance benchmarking and optimize as needed.\n5. Simulate error scenarios and validate recovery mechanisms.",
"subtasks": [
{
"id": 1,
"title": "Write Detailed Unit Tests for JSONRPC Module",
"description": "Develop detailed unit tests for the jsonrpc module to ensure all functions work as expected, including edge cases and typical use scenarios.",
"dependencies": [],
"details": "Use Guile Scheme SRFI-64 to write tests. Cover all implemented functionalities in the jsonrpc module.\n\nImplement unit tests for JSON-RPC module functionalities. Ensure all exported functions are covered with test cases, focusing on edge cases and error handling.\n\n\nAll JSON-RPC module functionalities are now thoroughly tested, covering edge cases and error handling. Proceed to Task 31.2 (Protocol Module tests).\n",
"status": "done",
"testStrategy": "Run tests using a testing framework compatible with Guile Scheme."
},
{
"id": 2,
"title": "Write Detailed Unit Tests for Protocol Module",
"description": "Develop detailed unit tests for the protocol module to ensure all functions work as expected, including edge cases and typical use scenarios.",
"dependencies": [
1
],
"details": "Use Guile Scheme SRFI-64 to write tests. Cover all implemented functionalities in the protocol module.",
"status": "done",
"testStrategy": "Run tests using a testing framework compatible with Guile Scheme."
},
{
"id": 3,
"title": "Write Detailed Unit Tests for Transport Module",
"description": "Develop detailed unit tests for the transport module to ensure all functions work as expected, including edge cases and typical use scenarios.",
"dependencies": [
1,
2
],
"details": "Use Guile Scheme SRFI-64 to write tests. Cover all implemented functionalities in the transport module.",
"status": "done",
"testStrategy": "Run tests using a testing framework compatible with Guile Scheme."
},
{
"id": 4,
"title": "Write Detailed Unit Tests for Router Module",
"description": "Develop detailed unit tests for the router module to ensure all functions work as expected, including edge cases and typical use scenarios.",
"dependencies": [
1,
2,
3
],
"details": "Use Guile Scheme SRFI-64 to write tests. Cover all implemented functionalities in the router module.",
"status": "done",
"testStrategy": "Run tests using a testing framework compatible with Guile Scheme."
},
{
"id": 5,
"title": "Write Detailed Unit Tests for Validation Module",
"description": "Develop detailed unit tests for the validation module to ensure all functions work as expected, including edge cases and typical use scenarios.",
"dependencies": [
1,
2,
3,
4
],
"details": "Use Guile Scheme SRFI-64 to write tests. Cover all implemented functionalities in the validation module.",
"status": "done",
"testStrategy": "Run tests using a testing framework compatible with Guile Scheme."
},
{
"id": 6,
"title": "Write Detailed Unit Tests for Error Handling Module",
"description": "Develop detailed unit tests for the error-handling module to ensure all functions work as expected, including edge cases and typical use scenarios.",
"dependencies": [
1,
2,
3,
4,
5
],
"details": "Use Guile Scheme SRFI-64 to write tests. Cover all implemented functionalities in the error-handling module.",
"status": "done",
"testStrategy": "Run tests using a testing framework compatible with Guile Scheme."
},
{
"id": 7,
"title": "Write Integration Tests for Full Server Testing",
"description": "Ensure that all components work together seamlessly by writing integration tests for the full MCP server.",
"dependencies": [
1,
2,
3,
4,
5,
6
],
"details": "Use Guile Scheme SRFI-64 to write tests. Simulate various scenarios and ensure proper interaction between modules.",
"status": "pending",
"testStrategy": "Run tests using a testing framework compatible with Guile Scheme."
},
{
"id": 8,
"title": "Write Protocol Compliance Tests for MCP 2024-11-05 Specification",
"description": "Validate the MCP implementation against the MCP 2024-11-05 specification by writing protocol compliance tests.",
"dependencies": [
7
],
"details": "Use Guile Scheme SRFI-64 to write tests. Compare actual output with expected results based on the MCP specification.",
"status": "pending",
"testStrategy": "Run tests using a testing framework compatible with Guile Scheme."
},
{
"id": 9,
"title": "Implement Performance Tests for MCP Core",
"description": "Measure and optimize performance of the MCP core by implementing performance tests.",
"dependencies": [],
"details": "Use Guile Scheme SRFI-64 to write tests. Identify bottlenecks and optimize performance as needed.",
"status": "pending",
"testStrategy": "Run tests using a testing framework compatible with Guile Scheme."
},
{
"id": 10,
"title": "Implement Error Scenario Testing for MCP Core",
"description": "Simulate various error conditions to ensure robustness of the MCP core by implementing error scenario testing.",
"dependencies": [],
"details": "Use Guile Scheme SRFI-64 to write tests. Validate recovery mechanisms and handle errors gracefully.",
"status": "pending",
"testStrategy": "Run tests using a testing framework compatible with Guile Scheme."
}
]
},
{
"id": 32,
"title": "Implement Netdata Monitoring Infrastructure",
"description": "Set up Netdata monitoring infrastructure for home lab based on research findings, including parent-child architecture with grey-area as the parent node, deploying children on other machines, configuring streaming, and setting up basic alerting.",
"details": "1. **Install Netdata**: Begin by installing Netdata on all relevant machines in the home lab environment.\n2. **Configure Parent-Child Architecture**: Set up grey-area as the parent node and configure child nodes to stream data to it.\n3. **Deploy Children**: Deploy Netdata children on other machines, ensuring they are correctly configured to send data to the parent node.\n4. **Configure Streaming**: Configure streaming settings in Netdata to ensure data is efficiently transferred from child nodes to the parent node.\n5. **Set Up Basic Alerting**: Implement basic alerting mechanisms within Netdata to monitor critical metrics and notify administrators of any issues.",
"testStrategy": "1. Verify that Netdata is installed on all relevant machines.\n2. Check that grey-area is correctly configured as the parent node.\n3. Ensure that child nodes are streaming data to the parent node.\n4. Test alerting mechanisms for critical metrics.\n5. Perform performance benchmarking to ensure data transfer rates meet expectations.",
"status": "pending",
"dependencies": [
1,
6
],
"priority": "high",
"subtasks": [
{
"id": 1,
"title": "Install Netdata on all relevant machines",
"description": "Ensure Netdata is installed on each machine in the home lab environment.",
"dependencies": [],
"details": "Use the official installation script or package manager for Netdata. Verify installation on each machine.",
"status": "pending",
"testStrategy": "Check if Netdata service is running and accessible via web interface."
},
{
"id": 2,
"title": "Configure grey-area as parent node",
"description": "Set up the grey-area machine to act as the parent node in the Netdata architecture.",
"dependencies": [
1
],
"details": "Edit the Netdata configuration file on the grey-area machine to enable parent-node mode. Restart Netdata service.",
"status": "pending",
"testStrategy": "Verify that the grey-area machine is listed as a parent node in the Netdata web interface."
},
{
"id": 3,
"title": "Deploy children on other machines",
"description": "Install and configure Netdata on other machines to act as child nodes.",
"dependencies": [
1
],
"details": "Follow the same installation steps as for the parent node. Configure each child machine to stream data to the grey-area parent node.",
"status": "pending",
"testStrategy": "Check that each child node is listed under the grey-area in the Netdata web interface."
},
{
"id": 4,
"title": "Configure streaming settings",
"description": "Set up streaming configurations in Netdata to ensure data transfer from child nodes to the parent node.",
"dependencies": [
3
],
"details": "Edit the Netdata configuration files on both parent and child machines. Configure the necessary parameters for streaming.",
"status": "pending",
"testStrategy": "Monitor network traffic between parent and child nodes to ensure data is being transferred."
},
{
"id": 5,
"title": "Set up basic alerting mechanisms",
"description": "Implement basic alerting within Netdata to monitor critical metrics and notify administrators of issues.",
"dependencies": [
1
],
"details": "Configure alerting rules in the Netdata configuration file. Choose appropriate thresholds for monitoring key metrics.",
"status": "pending",
"testStrategy": "Simulate a scenario that triggers an alert and verify that notifications are received as expected."
},
{
"id": 6,
"title": "Verify overall functionality",
"description": "Test the entire Netdata monitoring infrastructure to ensure it is working as intended.",
"dependencies": [
2,
3,
4,
5
],
"details": "Check all parent and child nodes for correct data streaming. Simulate various scenarios to test alerting mechanisms.",
"status": "pending",
"testStrategy": "Review logs and notifications from Netdata to confirm that everything is functioning correctly."
}
]
},
{
"id": 33,
"title": "Create NixOS Modules for Netdata Deployment",
"description": "Develop NixOS modules to integrate Netdata across all machines in the home lab, including configuration templates for parent and child nodes, firewall rules, and service definitions.",
"details": "1. **Parent Node Module**: Create a NixOS module for the parent Netdata node that includes configuration settings for streaming data from child nodes.\n2. **Child Node Module**: Develop a NixOS module for child Netdata nodes that specifies how to send data to the parent node.\n3. **Firewall Rules**: Define firewall rules in NixOS to allow communication between parent and child Netdata instances.\n4. **Service Definitions**: Write service definitions to ensure Netdata services are started and managed declaratively through NixOS.\n5. **Configuration Templates**: Provide configuration templates for both parent and child nodes that can be customized as needed.",
"testStrategy": "1. **Unit Testing**: Test individual components of the NixOS modules to ensure they function correctly in isolation.\n2. **Integration Testing**: Perform integration testing by deploying Netdata on a simulated home lab environment with parent and child nodes.\n3. **Validation**: Verify that data is being streamed from child nodes to the parent node as expected.\n4. **Performance Testing**: Benchmark the performance of the Netdata setup under various load conditions.\n5. **Documentation Review**: Ensure all configuration templates and documentation are accurate and complete.",
"status": "pending",
"dependencies": [
1,
6
],
"priority": "medium",
"subtasks": [
{
"id": 1,
"title": "Create Parent Node Module",
"description": "Develop a NixOS module specifically for the parent Netdata node, including configuration settings for data streaming from child nodes.",
"dependencies": [],
"details": "Use Nix expressions to define the module. Include options for configuring Netdata's streaming capabilities and firewall rules.",
"status": "pending",
"testStrategy": "Manually test the module on a development machine by deploying it and verifying that data streams correctly between parent and child nodes."
},
{
"id": 2,
"title": "Develop Child Node Module",
"description": "Create a NixOS module for child Netdata nodes, specifying how to send data to the parent node.",
"dependencies": [
1
],
"details": "Build on the parent node module. Define options for configuring Netdata's data submission settings and ensure it correctly connects to the parent node.",
"status": "pending",
"testStrategy": "Test the child node module in a controlled environment by deploying it and confirming that data is submitted to the parent node."
},
{
"id": 3,
"title": "Define Firewall Rules",
"description": "Create firewall rules in NixOS to allow communication between parent and child Netdata instances.",
"dependencies": [
1,
2
],
"details": "Use Nix expressions to define iptables or nftables rules that permit traffic on the necessary ports for Netdata communication.",
"status": "pending",
"testStrategy": "Simulate network conditions by blocking and unblocking ports and observe whether data flows correctly between parent and child nodes."
},
{
"id": 4,
"title": "Write Service Definitions",
"description": "Develop service definitions to ensure Netdata services are started and managed declaratively through NixOS.",
"dependencies": [
1,
2,
3
],
"details": "Create NixOS service units for both parent and child nodes. Ensure they correctly start Netdata and apply the necessary configurations.",
"status": "pending",
"testStrategy": "Restart the Netdata services on a test machine and verify that they are running with the correct settings and data flow."
},
{
"id": 5,
"title": "Provide Configuration Templates",
"description": "Create configuration templates for both parent and child nodes that can be customized as needed.",
"dependencies": [
1,
2,
3,
4
],
"details": "Generate template files with placeholders for customization. Ensure the templates are easily editable and compatible with NixOS's module system.",
"status": "pending",
"testStrategy": "Deploy the configuration templates on a test machine, make changes to verify they take effect, and ensure that Netdata functions as expected."
}
]
},
{
"id": 34,
"title": "Set up Netdata reverse proxy integration through grey-area machine",
"description": "Configure SSL termination, proper routing, and security settings to expose the Netdata monitoring dashboard securely via a reverse proxy.",
"details": "1. **Install Nginx**: Install Nginx on the grey-area machine if it's not already installed.\n2. **Configure Reverse Proxy**: Set up an Nginx configuration file to route requests from the external domain to the Netdata service running on the grey-area machine.\n3. **SSL Termination**: Obtain SSL certificates (e.g., via Let's Encrypt) and configure Nginx to terminate SSL connections, forwarding plain HTTP traffic to Netdata.\n4. **Security Configuration**: Ensure proper security configurations in Nginx, including restrictions on allowed IP addresses and enabling HSTS for added security.\n5. **Testing**: Verify that the reverse proxy is correctly routing requests, SSL termination is functioning, and the dashboard is accessible via the external domain.",
"testStrategy": "1. Test SSL termination by accessing the Netdata dashboard over HTTPS.\n2. Ensure that requests are being routed correctly to the Netdata service through Nginx.\n3. Verify that only authorized IP addresses can access the reverse proxy.\n4. Perform security audits and penetration testing to ensure no vulnerabilities exist.",
"status": "pending",
"dependencies": [
1,
33
],
"priority": "medium",
"subtasks": []
},
{
"id": 35,
"title": "Configure Netdata alerting and notification system with multiple channels including email, Discord, and potentially other notification methods",
"description": "Set up 400+ pre-configured alert templates, custom alert rules for home lab specific scenarios, and proper escalation procedures.",
"details": "1. **Install Required Packages**: Install necessary packages such as `netdata`, `mailutils` (for email), `discord-webhook` (for Discord), and any other required libraries or tools.\n2. **Configure Alert Channels**:\n - Configure email alerts by setting up SMTP credentials in Netdata configuration.\n - Set up Discord alerts by creating webhooks and configuring them in Netdata.\n3. **Create Pre-configured Alert Templates**: Develop 400+ pre-configured alert templates covering various scenarios specific to the home lab environment.\n4. **Define Custom Alert Rules**: Create custom alert rules tailored for home lab-specific metrics and conditions.\n5. **Implement Escalation Procedures**: Establish escalation procedures that trigger alerts based on severity levels and notify multiple recipients if necessary.",
"testStrategy": "1. Test email alerts by simulating a critical metric breach and verifying the email is received.\n2. Verify Discord webhook integration by triggering an alert and checking if it posts in the correct channel.\n3. Ensure all pre-configured templates are correctly applied and can be triggered manually.\n4. Simulate different severity levels of alerts to test escalation procedures.",
"status": "pending",
"dependencies": [
1,
32
],
"priority": "medium",
"subtasks": []
},
{
"id": 37,
"title": "Research and Evaluate Netdata's beta MCP (Model Context Protocol) server for AI integration",
"description": "Evaluate Netdata's beta MCP server for potential integration with the existing MCP infrastructure, focusing on its capabilities and compatibility.",
"details": "1. **Install Netdata**: Ensure Netdata is installed on a test machine in the home lab environment.\n2. **Configure Beta MCP Server**: Set up the Netdata beta MCP server and configure it according to documentation.\n3. **Test Capabilities**: Perform functional tests to evaluate the capabilities of the beta MCP server, including data collection, processing, and communication.\n4. **Integrate with Current Setup**: Plan and document the integration process with the existing TaskMaster AI and Context7 MCP setup for AI-powered monitoring insights.\n5. **Document Findings**: Compile a detailed report outlining the evaluation results, any limitations observed, and proposed next steps for integration.",
"testStrategy": "1. **Unit Testing**: Test individual components of the beta MCP server to ensure they function correctly.\n2. **Integration Testing**: Perform end-to-end testing with the existing TaskMaster AI and Context7 MCP setup to verify compatibility and data flow.\n3. **Performance Testing**: Benchmark the system under various load conditions to assess performance and scalability.\n4. **Security Review**: Conduct a security audit to identify any potential vulnerabilities or risks associated with integrating the beta MCP server.",
"status": "pending",
"dependencies": [
1,
6
],
"priority": "high",
"subtasks": [
{
"id": 1,
"title": "Install Netdata on Test Machine",
"description": "Ensure Netdata is installed on a test machine in the home lab environment.",
"dependencies": [],
"details": "Download the latest version of Netdata from their official website. Follow the installation instructions provided for your operating system.",
"status": "pending",
"testStrategy": ""
},
{
"id": 2,
"title": "Configure Beta MCP Server",
"description": "Set up the Netdata beta MCP server and configure it according to documentation.",
"dependencies": [
1
],
"details": "Access the Netdata configuration files and set up the MCP server parameters as per the provided documentation. Ensure all necessary plugins and modules are enabled.",
"status": "pending",
"testStrategy": ""
},
{
"id": 3,
"title": "Test Capabilities of Beta MCP Server",
"description": "Perform functional tests to evaluate the capabilities of the beta MCP server, including data collection, processing, and communication.",
"dependencies": [
2
],
"details": "Create test scenarios that cover data collection from various sources, processing of data, and communication between Netdata and other systems. Use tools like `netcat` or custom scripts to simulate different network conditions.",
"status": "pending",
"testStrategy": ""
},
{
"id": 4,
"title": "Integrate with Current Setup",
"description": "Plan and document the integration process with the existing TaskMaster AI and Context7 MCP setup for AI-powered monitoring insights.",
"dependencies": [
3
],
"details": "Develop a plan to integrate Netdata's beta MCP server with the current infrastructure, including any necessary API calls or data formats. Document all steps and configurations required for successful integration.",
"status": "pending",
"testStrategy": ""
}
]
},
{
"id": 38,
"title": "Develop Custom Web Dashboard Integration Using Netdata's REST API",
"description": "Integrate Netdata's REST API into a unified monitoring interface for real-time data visualization and multi-node monitoring.",
"details": "1. **Understand API Endpoints**: Review the comprehensive API documentation provided by Netdata to identify necessary endpoints for real-time data retrieval.\n2. **Design Dashboard Layout**: Create a layout that includes custom widgets, real-time data visualizations, and sections for multi-node monitoring.\n3. **Implement Data Fetching**: Develop code to fetch data from Netdata's REST API using HTTP requests.\n4. **Integrate with Web Framework**: Use the Artanis web framework to create routes and views that display the fetched data in a user-friendly manner.\n5. **Real-Time Updates**: Implement WebSocket or Server-Sent Events (SSE) to enable real-time updates on the dashboard.\n6. **Testing**: Write unit tests for API calls, integration tests for fetching and displaying data, and end-to-end tests for the entire dashboard functionality.",
"testStrategy": "1. **Unit Testing**: Test individual functions that handle API requests and data parsing.\n2. **Integration Testing**: Ensure that data is fetched correctly from Netdata's REST API and displayed on the dashboard.\n3. **End-to-End Testing**: Simulate user interactions with the dashboard to verify real-time updates and overall functionality.",
"status": "pending",
"dependencies": [
22
],
"priority": "medium",
"subtasks": []
},
{
"id": 39,
"title": "Integrate Netdata's Built-in ML Capabilities with MCP-based AI Infrastructure",
"description": "Integrate Netdata's built-in machine learning capabilities with the MCP-based AI infrastructure to create natural language queries for infrastructure metrics, automated root cause analysis, and intelligent alerting with AI-generated insights.",
"details": "1. **Install Required Packages**: Ensure all necessary packages are installed on the system where Netdata is running, including any required libraries or tools for machine learning integration.\n2. **Configure Netdata for ML Integration**: Modify Netdata's configuration to enable and configure its built-in machine learning capabilities.\n3. **Develop Natural Language Queries**: Implement code to generate natural language queries based on infrastructure metrics using Netdata's ML models.\n4. **Automated Root Cause Analysis**: Integrate Netdata's ML algorithms with the MCP-based AI infrastructure to perform automated root cause analysis for issues detected in the infrastructure.\n5. **Intelligent Alerting**: Develop intelligent alerting mechanisms that use AI-generated insights from Netdata's ML capabilities to provide more accurate and actionable alerts.\n6. **Testing and Validation**: Thoroughly test each component of the integration, including natural language query generation, root cause analysis, and alerting, to ensure they function correctly and meet the project requirements.",
"testStrategy": "1. **Unit Testing**: Write unit tests for each function or module developed during the integration process to verify their correctness.\n2. **Integration Testing**: Perform end-to-end testing to ensure that all components of the integration work together seamlessly.\n3. **Performance Testing**: Benchmark the performance of the integrated system, including natural language query generation time, root cause analysis accuracy, and alerting response time.\n4. **Validation**: Validate the functionality of the integrated system by simulating various scenarios and verifying that the correct actions are taken based on AI-generated insights.",
"status": "pending",
"dependencies": [
1,
32
],
"priority": "medium",
"subtasks": []
}
],
"metadata": {
"created": "2025-06-15T21:52:00Z",
"name": "Guile Home Lab Tool Migration",
"description": "Migration from Bash to Guile Scheme with MCP integration",
"author": "Geir",
"tags": [
"guile",
"mcp",
"home-lab",
"nixos"
],
"updated": "2025-07-01T14:15:45.970Z"
}
}
}