DevOps AI Toolkit

# PRD: CRD-Based Solution Tracking System **Created**: 2025-07-28 **Status**: Draft **Owner**: Viktor Farcic **Last Updated**: 2025-11-21 **Issue**: #25 **Priority**: High ## Executive Summary Implement Kubernetes CRDs for solution storage with state management, GitOps integration, and cluster-native solution tracking beyond session-based storage. **⚠️ IMPORTANT**: This PRD is a blocking prerequisite for PRD #228 (Deployment Documentation & Example-Based Learning), which requires the CRD infrastructure and controller for tracking deployment documentation references. ## Documentation Changes ### Files Created/Updated - **`docs/solution-tracking-guide.md`** - New File - Complete guide for CRD-based solution tracking - **`docs/gitops-integration-guide.md`** - New File - GitOps workflows with CRD solution tracking - **`docs/mcp-guide.md`** - MCP Documentation - Add solution management and tracking MCP tools - **`README.md`** - Project Overview - Add persistent solution tracking to core capabilities - **`src/core/crds/`** - Technical Implementation - CRD definitions and controllers ### Content Location Map - **Feature Overview**: See `docs/solution-tracking-guide.md` (Section: "What is Solution Tracking") - **CRD Architecture**: See `docs/solution-tracking-guide.md` (Section: "CRD-Based Storage") - **GitOps Integration**: See `docs/gitops-integration-guide.md` (Section: "GitOps Workflows") - **Setup Instructions**: See `docs/solution-tracking-guide.md` (Section: "Configuration") - **MCP Tools**: See `docs/mcp-guide.md` (Section: "Solution Management Tools") - **Examples**: See `docs/solution-tracking-guide.md` (Section: "Usage Examples") ### User Journey Validation - [ ] **Primary workflow** documented end-to-end: Deploy solution → Store in CRD → Manage lifecycle → GitOps integration - [ ] **Secondary workflows** have complete coverage: Solution querying, state management, cross-cluster tracking - [ ] **Cross-references** between session-based and CRD-based workflows work correctly - [ ] **Examples and commands** are testable via automated validation ## Implementation Requirements - [ ] **Core functionality**: CRD definitions for solution storage and state management - Documented in `docs/solution-tracking-guide.md` (Section: "CRD Architecture") - [ ] **User workflows**: Persistent solution lifecycle management - Documented in `docs/solution-tracking-guide.md` (Section: "Solution Management") - [ ] **GitOps integration**: Seamless integration with GitOps workflows - Documented in `docs/gitops-integration-guide.md` - [ ] **Performance optimization**: Efficient CRD operations with proper indexing and caching ### Success Criteria - [ ] **Persistence**: Solutions persist beyond session lifecycles with full state tracking - [ ] **GitOps ready**: CRD-based solutions integrate seamlessly with GitOps workflows - [ ] **Cluster native**: Solution tracking uses Kubernetes-native patterns and RBAC - [ ] **Migration smooth**: Seamless migration from session-based to CRD-based storage ## Implementation Progress ### Phase 1: Core CRD Implementation [Status: ⏳ PENDING] **Target**: Basic CRD-based solution storage working **Documentation Changes:** - [ ] **`docs/solution-tracking-guide.md`**: Create complete CRD solution tracking guide - [ ] **`docs/mcp-guide.md`**: Add CRD-based solution management MCP tools - [ ] **`README.md`**: Update capabilities to include persistent solution tracking **Implementation Tasks:** - [ ] Design Solution CRD schema with state management capabilities - [ ] Implement CRD controllers for solution lifecycle management - [ ] Create migration from session-based to CRD-based storage - [ ] Add RBAC integration for secure solution access ### Phase 2: GitOps Integration and Advanced Features [Status: ⏳ PENDING] **Target**: GitOps workflows with advanced solution management **Documentation Changes:** - [ ] **`docs/gitops-integration-guide.md`**: Create comprehensive GitOps integration guide - [ ] **Cross-file validation**: Ensure CRD integration works across all deployment workflows **Implementation Tasks:** - [ ] Build GitOps integration with ArgoCD/Flux compatibility - [ ] Implement cross-cluster solution tracking and synchronization - [ ] Add solution versioning and change management - [ ] Create advanced querying and filtering capabilities ### Phase 3: Enterprise Features [Status: ⏳ PENDING] **Target**: Production-ready CRD system with enterprise capabilities **Implementation Tasks:** - [ ] Add solution backup and disaster recovery - [ ] Implement audit logging and compliance tracking - [ ] Create solution templates and policy integration - [ ] Build monitoring and alerting for solution state changes ## Dependencies ### Dependent PRDs (Blocked by This PRD) - **PRD #228**: Deployment Documentation & Example-Based Learning - Requires CRD infrastructure for tracking documentation references - Needs controller for syncing documentation from Git to Qdrant - Cannot begin implementation until this PRD is complete ## Work Log ### 2025-11-21: Updated for PRD #228 Dependency **Duration**: 10 minutes **Status**: Draft **Completed Work**: - Added metadata (issue number, priority) - Documented that PRD #228 depends on this PRD as blocker - Updated last modified date - Added Dependencies section for tracking dependent PRDs **Next Steps**: - Begin Phase 1: Core CRD Implementation - Design CRD schema to support both solution tracking and documentation references ### 2025-07-28: PRD Refactoring to Documentation-First Format **Completed Work**: Refactored PRD #25 to follow new documentation-first guidelines with comprehensive CRD-based solution tracking features. --- ## Appendix ### CRD Schema (Planned) ```yaml apiVersion: apiextensions.k8s.io/v1 kind: CustomResourceDefinition metadata: name: solutions.dot-ai.io spec: group: dot-ai.io versions: - name: v1 schema: openAPIV3Schema: properties: spec: properties: intent: {type: string} configuration: {type: object} manifests: {type: array} state: {enum: [active, deployed, failed, deleted]} ```