diff --git a/.cursor/rules b/.cursor/rules new file mode 100644 index 000000000..76c18b83d --- /dev/null +++ b/.cursor/rules @@ -0,0 +1,130 @@ +# Vibe Coding Rules for AI Assistant + +## Core Principles +You are an expert senior engineer's AI assistant. Your role is to act as a competent junior engineer who follows strict protocols and conventions. + +## Planning Protocol +**CRITICAL**: Before writing ANY code, you MUST: +1. Propose a detailed technical plan with specific steps +2. Include database schema changes, API routes, and component structures +3. Wait for explicit approval before proceeding +4. Break large features into smaller, manageable tasks + +Example planning format: +``` +## Implementation Plan +1. Database: Create `user_preferences` table with columns X, Y, Z +2. Backend: Add tRPC mutation `updateUserPreferences` +3. Frontend: Create `PreferencesForm` component using React Hook Form +4. Validation: Add Zod schema for preference validation +5. Testing: Unit tests for mutation and component +``` + +## Code Quality Standards + +### TypeScript Requirements +- NEVER use `any` - always use explicit types or infer from Zod schemas +- Prefer type inference over explicit typing when clear +- Use `unknown` instead of `any` for unknown types +- Always define proper return types for functions +- Use branded types for IDs: `type UserId = string & { readonly brand: unique symbol }` + +### React Conventions +- Use functional components with hooks exclusively +- Prefer composition over inheritance +- Extract custom hooks for complex logic +- Use React.memo for expensive renders +- Always handle loading and error states + +### Database & Schema Management +- Use Zod schemas for all data validation +- Follow naming convention: `camelCase` for fields, `PascalCase` for types +- Always include created_at and updated_at timestamps +- Use UUIDs for primary keys +- Create proper database indexes + +### API Design (tRPC) +- Group related procedures in routers +- Use proper HTTP semantics (GET for queries, POST for mutations) +- Always validate inputs with Zod +- Include proper error handling with specific error codes +- Add rate limiting for public endpoints + +### Styling (Tailwind + shadcn/ui) +- Use shadcn/ui components when available +- Follow mobile-first responsive design +- Use Tailwind's design tokens consistently +- Avoid custom CSS unless absolutely necessary +- Maintain consistent spacing scale (4, 8, 16, 32, 64) + +## File Organization +- Components: `components/ui/` for reusable, `components/features/` for feature-specific +- Utilities: `lib/utils.ts` for pure functions +- Types: `types/` directory with separate files per domain +- Hooks: `hooks/` directory with `use` prefix +- Stores: `stores/` using Zustand for client state + +## Testing Requirements +- Write unit tests for all utilities and hooks +- Use React Testing Library for component tests +- Mock external dependencies (databases, APIs) +- Test error cases and edge conditions +- Maintain >80% code coverage + +## Security Guidelines +- Validate all inputs server-side +- Use parameterized queries to prevent SQL injection +- Implement proper authentication checks +- Sanitize user-generated content +- Use HTTPS in production +- Store secrets in environment variables + +## Performance Optimization +- Lazy load components and routes +- Optimize images with next/image +- Use React.lazy and Suspense for code splitting +- Implement proper caching strategies +- Monitor bundle size and Core Web Vitals + +## Error Handling +- Use structured error responses with proper HTTP codes +- Implement global error boundaries in React +- Log errors with sufficient context for debugging +- Provide user-friendly error messages +- Handle network failures gracefully + +## Verification Protocol +After completing any code generation: +1. Run `pnpm typecheck` - fix any TypeScript errors +2. Run `pnpm lint` - address all linting issues +3. Run `pnpm test --filter @app/` for relevant tests +4. Verify the code works in development mode +5. Check that all imports are correctly resolved + +## Response Format +When generating code: +1. Start with a brief explanation of what you're implementing +2. Provide the code with clear file paths +3. Explain any important design decisions +4. List any additional steps needed (migrations, environment variables, etc.) +5. Suggest relevant tests to write + +## Constraints +- DO NOT create new libraries or frameworks +- DO NOT modify package.json without explicit permission +- DO NOT write tests that hit real databases - use mocks +- DO NOT use deprecated APIs or patterns +- DO NOT ignore TypeScript errors - address them properly + +## Context Requirements +- Always ask for relevant files to be added to context if missing +- Request database schema files when working with data +- Ask for existing component patterns before creating new ones +- Clarify requirements if the request is ambiguous + +## Communication Style +- Be concise but comprehensive +- Explain complex decisions briefly +- Ask clarifying questions when requirements are unclear +- Suggest improvements or alternatives when appropriate +- Acknowledge limitations or potential issues upfront diff --git a/frontend/docs/TREE_OF_THOUGHTS_PRD.md b/frontend/docs/TREE_OF_THOUGHTS_PRD.md new file mode 100644 index 000000000..d22b19dd6 --- /dev/null +++ b/frontend/docs/TREE_OF_THOUGHTS_PRD.md @@ -0,0 +1,590 @@ +# Product Requirements Document: Tree-of-Thoughts Visual Orchestration System + +**Version**: 1.0.0 +**Last Updated**: 2025-12-11 +**Status**: Active Development +**Author**: AI Development Team +**Product Owner**: CodeGen Platform Team + +--- + +## 1. Overview + +### 1.1 Project Name +**CodeGen Tree-of-Thoughts Visual Orchestration System** + +### 1.2 Project Description +An advanced visual workflow orchestration platform that combines Tree-of-Thoughts (ToT) reasoning framework with a node-based visual editor, enabling AI engineers to create, manage, and execute complex multi-agent workflows with unprecedented control and visibility. The system builds upon the existing Chain Orchestration Dashboard (PR #188) to add intelligent multi-path exploration, context-aware AI assistance, and comprehensive workflow management capabilities. + +### 1.3 Target Audience +- **Primary**: AI Engineers building complex multi-agent systems +- **Secondary**: DevOps teams automating deployment pipelines +- **Tertiary**: Power users creating sophisticated automation workflows +- **Organization Size**: Teams of 5-500+ engineers +- **Technical Proficiency**: Intermediate to Advanced (comfortable with APIs, workflows, and AI concepts) + +### 1.4 Project Goals +- **G1**: Enable visual creation of complex AI workflows with drag-and-drop interface (reduce workflow creation time by 80%) +- **G2**: Implement Tree-of-Thoughts reasoning to explore multiple solution paths and select optimal approaches +- **G3**: Provide context-aware AI assistant with complete system state awareness for intelligent guidance +- **G4**: Offer production-grade workflow orchestration with validation, monitoring, and lifecycle management +- **G5**: Achieve seamless integration with all CodeGen API endpoints for comprehensive agent control +- **G6**: Deliver real-time updates and collaboration capabilities for team workflows + +### 1.5 Project Type +**Enterprise SaaS Platform Enhancement** - Web-based workflow orchestration system with real-time collaboration, advanced AI reasoning, and comprehensive API integration. + +--- + +## 2. Business Context + +### 2.1 Market Analysis +- **Market Size**: AI Development Tools market valued at $15.7B (2024), growing to $54.2B by 2030 (CAGR: 23.1%) +- **Market Growth**: Enterprise AI adoption increasing 40% YoY; workflow automation tools growing 35% annually +- **Target Market Segment**: + - Enterprise AI/ML teams (5,000+ organizations globally) + - DevOps/Platform Engineering teams adopting AI workflows + - AI Consultancies building client solutions +- **Market Opportunity**: + - Gap in visual workflow tools specifically designed for AI agent orchestration + - Limited Tree-of-Thoughts implementation in commercial products + - High demand for no-code/low-code AI workflow builders + +### 2.2 Competitive Landscape + +#### Direct Competitors +- **LangFlow (LangChain)**: + - Strengths: Visual workflow editor, LangChain ecosystem integration, open-source community + - Weaknesses: Limited Tree-of-Thoughts support, no context-aware AI assistant, basic validation + - Market Position: Leading open-source solution with 20K+ GitHub stars + +- **Flowise AI**: + - Strengths: User-friendly drag-and-drop, template marketplace, active community + - Weaknesses: Limited enterprise features, no multi-path exploration, basic error handling + - Market Position: Popular for rapid prototyping, 25K+ GitHub stars + +- **n8n (AI workflows)**: + - Strengths: Extensive integrations (400+), mature platform, self-hostable + - Weaknesses: Not AI-native, limited reasoning capabilities, complex for AI-specific tasks + - Market Position: General automation platform adapting to AI workflows + +#### Indirect Competitors +- **Zapier AI Actions**: General automation with AI hooks (not workflow-focused) +- **Make.com (Integromat)**: Visual automation platform adding AI capabilities +- **Temporal.io**: Durable execution platform (requires code-first approach) + +### 2.3 Competitive Advantage +- **Unique Value Proposition**: + - **Only** platform combining visual workflow editing with Tree-of-Thoughts reasoning + - Context-aware AI assistant with complete system state awareness (runs, PRs, projects) + - Native integration with CodeGen agent ecosystem + - Production-grade validation and lifecycle management + +- **Differentiation Strategy**: + 1. **Intelligence First**: ToT reasoning engine evaluates and selects optimal paths + 2. **Context Everything**: AI assistant knows exact state of all workflows, agents, and resources + 3. **Enterprise Ready**: Validation, monitoring, rollback, A/B testing built-in + 4. **CodeGen Native**: Deep integration with existing agent infrastructure + +- **Barriers to Entry**: + - Proprietary Tree-of-Thoughts implementation tuned for workflow orchestration + - Existing CodeGen API integration and agent ecosystem + - Advanced context aggregation service architecture + - Production-grade workflow validation engine + +### 2.4 Business Value +- **Revenue Impact**: + - Enable premium tier pricing ($500-2000/month for advanced features) + - Target 30% conversion from free to paid within 6 months + - Expected $2M ARR contribution in Year 1 + +- **Cost Savings**: + - Reduce workflow creation time by 80% (from hours to minutes) + - Decrease debugging time by 60% through intelligent error analysis + - Lower support costs by 40% via context-aware AI assistance + +- **Strategic Value**: + - Position CodeGen as leading AI workflow orchestration platform + - Create network effects through workflow template marketplace + - Enable enterprise adoption through production-grade features + +- **Customer Acquisition**: + - Attract 5,000+ new users in Year 1 + - Convert 1,500+ to paid plans + - Reduce CAC by 35% through product-led growth + +- **Market Position**: + - Establish CodeGen as the "Figma of AI Workflows" + - Capture 15% of AI workflow builder market share + - Become default choice for enterprise AI teams + +--- + +## 3. User Personas and Use Cases + +### 3.1 Primary User Personas + +#### Persona 1: Alex - Senior AI Engineer +- **Role**: Senior AI/ML Engineer at mid-size tech company +- **Demographics**: 32 years old, San Francisco Bay Area, CS degree + 8 years experience +- **Goals**: + - Build complex multi-agent systems efficiently + - Debug AI workflows quickly when issues arise + - Share reusable workflow patterns with team + - Scale AI operations without exponential complexity +- **Pain Points**: + - Spending too much time debugging opaque AI failures + - Difficulty visualizing complex multi-agent interactions + - Manual workflow management doesn't scale + - Hard to explain AI decisions to stakeholders +- **Technical Proficiency**: Expert (Python, TypeScript, LLM APIs, MLOps) +- **Usage Patterns**: + - Daily workflow creation/modification (2-3 hours) + - Weekly template creation for common patterns + - Continuous monitoring of production workflows + +#### Persona 2: Jordan - DevOps Platform Engineer +- **Role**: DevOps/Platform Engineer managing AI infrastructure +- **Demographics**: 28 years old, Remote (Seattle), Bootcamp + 5 years experience +- **Goals**: + - Automate deployment and testing pipelines for AI models + - Ensure AI workflows are reliable and observable + - Reduce operational overhead of AI systems + - Provide self-service tools for data science team +- **Pain Points**: + - AI systems are black boxes from ops perspective + - Lack of standardization in AI workflows + - Difficult to implement proper error handling + - No visibility into AI decision-making process +- **Technical Proficiency**: Advanced (Kubernetes, CI/CD, Infrastructure as Code) +- **Usage Patterns**: + - Set up workflow templates for common use cases + - Monitor production workflow health daily + - Respond to workflow failures and optimize performance + +### 3.2 Secondary User Personas + +#### Persona 3: Sam - Product Manager (AI Products) +- **Role**: Product Manager for AI-powered features +- **Goals**: Understand AI workflow performance, optimize user experiences, make data-driven decisions +- **Pain Points**: Lack of visibility into AI behavior, difficulty communicating with engineering +- **Usage Patterns**: Weekly workflow review, monthly optimization analysis + + +### 3.3 Key Use Cases + +#### Use Case 1: Create Multi-Agent Feature Development Workflow +- **Actor**: Alex (Senior AI Engineer) +- **Goal**: Build a workflow that implements a new feature across frontend, backend, and tests in parallel +- **Preconditions**: User authenticated, Repository connected, Templates available +- **Steps**: + 1. Opens Visual Flow Editor + 2. Drags nodes onto canvas (Start → Specification → 3 Parallel Branches → Integration) + 3. Configures AI profiles per node + 4. Enables Tree-of-Thoughts for critical nodes + 5. Validates and saves as team template + 6. Executes with real-time monitoring +- **Success Criteria**: Workflow executes successfully, all components generated, template reusable +- **Frequency**: 10-20 times per week + +#### Use Case 2: Debug Failed Workflow with AI Assistant +- **Actor**: Jordan (DevOps Engineer) +- **Goal**: Quickly identify and fix workflow failure +- **Preconditions**: Failure alert, access to logs +- **Steps**: + 1. Receives alert + 2. Opens AI Chat: "What went wrong with workflow #1234?" + 3. AI analyzes state, provides root cause + 4. User: "Show me the PR that modified this" + 5. AI displays PR with changes + 6. User: "Create fixed version" + 7. AI generates corrected workflow + 8. User deploys fix +- **Success Criteria**: Problem identified < 2 min, fix deployed < 5 min +- **Frequency**: 5-10 times per day + +#### Use Case 3: Explore Multiple Solutions with Tree-of-Thoughts +- **Actor**: Alex (Senior AI Engineer) +- **Goal**: Find optimal refactoring approach +- **Preconditions**: Complex codebase, multiple approaches possible +- **Steps**: + 1. Creates workflow with ToT enabled (3 branches, beam search) + 2. Defines evaluation criteria + 3. ToT generates 3 approaches automatically + 4. Each evaluated on quality, performance, breaking changes + 5. Lowest scored approach pruned + 6. User reviews side-by-side comparison + 7. Selects winning approach or requests hybrid + 8. Final plan executed +- **Success Criteria**: Multiple approaches explored, optimal selected, 60% time reduction +- **Frequency**: 2-5 times per week + +--- + +## 4. Functional Requirements + +### 4.1 Core Features + +#### Feature 1: Visual Flow Editor (ReactFlow-based) +- **Description**: Drag-and-drop canvas for node-based workflows +- **Priority**: P0 (Must Have) +- **Acceptance Criteria**: + - AC1: Drag nodes from palette onto canvas + - AC2: Connect nodes with arrows + - AC3: Pan, zoom, selection support + - AC4: Real-time status indicators + - AC5: Auto-layout for complex workflows + - AC6: Undo/redo functionality + - AC7: Multi-select and bulk operations + - AC8: Mini-map navigation + - AC9: Pre-execution validation + - AC10: Export as JSON/image + +#### Feature 2: Tree-of-Thoughts Execution Engine +- **Description**: Multi-path exploration: Generate → Evaluate → Prune → Execute +- **Priority**: P0 (Must Have) +- **Acceptance Criteria**: + - AC1: Generate 2-10 alternative approaches + - AC2: Evaluation strategies (LLM, rules, historical) + - AC3: Pruning strategies (beam search, best-first, depth-limited) + - AC4: Integration with ChainExecutor + - AC5: Real-time thought tree visualization + - AC6: Manual override capability + - AC7: Thought history storage + - AC8: Mixed mode support + - AC9: Confidence scores + - AC10: A/B testing of strategies + +#### Feature 3: Context-Aware AI Chat Interface +- **Description**: Conversational assistant with complete system awareness +- **Priority**: P0 (Must Have) +- **Acceptance Criteria**: + - AC1: Floating chat bubble + - AC2: Full-screen mode + - AC3: Context Inspector (runs, projects, workflows, metrics) + - AC4: Quick Actions (resume, view PR, check status) + - AC5: Slash commands (/runs, /prs, /workflows, /analyze) + - AC6: Streaming markdown responses + - AC7: Code execution with confirmation + - AC8: Context highlighting + - AC9: Thread management + - AC10: Export conversations + +#### Feature 4: Workflow Template System +- **Description**: Reusable parameterized workflow patterns +- **Priority**: P1 (Should Have) +- **Acceptance Criteria**: + - AC1: Template Editor + - AC2: Metadata (name, description, category, tags) + - AC3: Parameter definition with validation + - AC4: Template validation + - AC5: Template Library (search, filter, sort) + - AC6: Preview before instantiation + - AC7: Versioning with changelog + - AC8: Sharing (private/team/public) + - AC9: Usage analytics + - AC10: Template forking + +#### Feature 5: AI Profile Manager +- **Description**: Manage AI model configurations +- **Priority**: P1 (Should Have) +- **Acceptance Criteria**: + - AC1: CRUD operations + - AC2: Configuration (model, temp, tokens, prompts, retry, timeout, cost limits) + - AC3: Pre-built templates (Conservative, Balanced, Aggressive) + - AC4: Profile testing + - AC5: Analytics (success rate, cost, response time, errors) + - AC6: Per-node override + - AC7: Import/export + - AC8: Recommendations by task type + - AC9: Cost estimation + - AC10: Configuration validation + +### 4.2 Additional Features + +#### Feature 6: Workflow Validation Engine +- **Priority**: P1 (Should Have) +- **Acceptance Criteria**: + - AC1: Connectivity validation + - AC2: Cycle detection + - AC3: Parameter validation + - AC4: Resource limit checks + - AC5: API endpoint availability + - AC6: Profile compatibility + - AC7: Real-time validation feedback + - AC8: Validation reports with fixes + - AC9: Custom rule extensibility + - AC10: Validation bypass option + +#### Feature 7: Workflow Lifecycle Management +- **Priority**: P2 (Nice to Have) +- **Acceptance Criteria**: + - AC1: Enable/disable workflows + - AC2: Cron scheduling + - AC3: Semantic versioning + - AC4: Rollback capability + - AC5: A/B testing + - AC6: Deprecation warnings + - AC7: Health monitoring + - AC8: Execution limits + - AC9: Status dashboard + - AC10: Optimization suggestions + +--- + +## 5. Non-Functional Requirements + +### 5.1 Performance +- **P1**: Workflow editor renders 500+ node workflows at 60 FPS +- **P2**: Tree-of-Thoughts thought generation completes in < 5 seconds +- **P3**: AI Chat response streams start within 500ms +- **P4**: Context aggregation refreshes in < 2 seconds +- **P5**: Workflow validation completes in < 1 second +- **P6**: Real-time updates have < 100ms latency +- **P7**: Template Library loads 1000+ templates in < 2 seconds +- **P8**: Page load time < 3 seconds on 3G connection + +### 5.2 Security +- **S1**: All API requests authenticated with JWT tokens +- **S2**: Workflow execution sandboxed with resource limits +- **S3**: Secrets encrypted at rest (AES-256) and in transit (TLS 1.3) +- **S4**: Role-based access control (RBAC) for workflows +- **S5**: Audit logging of all workflow modifications +- **S6**: Rate limiting: 100 req/min per user, 1000 req/min per org +- **S7**: Input validation prevents XSS, SQL injection, code injection +- **S8**: API keys rotatable without workflow downtime +- **S9**: Multi-factor authentication (MFA) required for sensitive operations +- **S10**: GDPR/SOC 2 compliance for data handling + +### 5.3 Usability +- **U1**: New users complete first workflow in < 10 minutes (onboarding) +- **U2**: Template instantiation requires < 3 clicks +- **U3**: Error messages actionable (what went wrong + how to fix) +- **U4**: Keyboard shortcuts for all common operations +- **U5**: Mobile-responsive design (tablet minimum) +- **U6**: Accessibility: WCAG 2.1 AA compliance +- **U7**: Multi-language support (English, Spanish, Chinese) +- **U8**: Dark mode support +- **U9**: Contextual help tooltips on all UI elements +- **U10**: Undo/redo available for all operations + +### 5.4 Reliability +- **R1**: 99.9% uptime SLA for workflow execution +- **R2**: Automatic failover for workflow execution failures +- **R3**: Workflow state persisted every 30 seconds +- **R4**: Graceful degradation: UI works without real-time updates +- **R5**: Error recovery: auto-retry transient failures (3x with exponential backoff) +- **R6**: Data backup: hourly snapshots, 30-day retention +- **R7**: Zero data loss on system failure +- **R8**: Workflow execution continuity across deployments +- **R9**: Circuit breaker for external API failures +- **R10**: Health checks every 60 seconds with auto-restart + +### 5.5 Scalability +- **SC1**: Support 10,000 concurrent workflow executions +- **SC2**: Handle 1M+ workflows per organization +- **SC3**: Real-time updates scale to 1000 concurrent editors +- **SC4**: Template Library scales to 100,000+ templates +- **SC5**: Horizontal scaling for workflow execution (add workers) +- **SC6**: Database sharding for multi-tenant isolation +- **SC7**: CDN for static assets (< 100ms global latency) +- **SC8**: Message queue for async workflow execution +- **SC9**: Caching layer reduces DB load by 80% +- **SC10**: Auto-scaling based on load (CPU > 70%) + +--- + +## 6. Technical Architecture Overview + +### 6.1 System Architecture +- **Architecture Pattern**: **Layered Microservices** with event-driven communication +- **High-Level Components**: + - **Presentation Layer**: React SPA with ReactFlow visual editor + - **Orchestration Layer**: Tree-of-Thoughts engine + Workflow executor + - **Integration Layer**: CodeGen API client + Context aggregation + - **Data Layer**: PostgreSQL + Redis cache + S3 storage + - **Real-time Layer**: WebSocket server for live updates +- **Communication Patterns**: REST APIs, WebSockets, Message queue (RabbitMQ), Event bus + +### 6.2 Technology Stack + +#### Frontend +- **Framework**: React 18+ with TypeScript 5.x +- **State Management**: Zustand +- **Visual Editor**: @xyflow/react 12.x (ReactFlow) +- **UI Components**: shadcn/ui + Radix UI +- **Styling**: Tailwind CSS 3.x +- **Build Tools**: Vite 5.x +- **Testing**: Vitest + React Testing Library + Playwright +- **Validation**: Zod schemas + +####Backend +- **Language/Runtime**: Node.js 20 LTS + TypeScript +- **Framework**: Express.js 4.x +- **API Design**: REST with OpenAPI 3.0 +- **Authentication**: JWT tokens + OAuth2 +- **Real-time**: Socket.io +- **Job Queue**: BullMQ (Redis-backed) + +#### Database +- **Primary**: PostgreSQL 16 +- **Caching**: Redis 7.x +- **Search**: ElasticSearch 8.x +- **File Storage**: AWS S3 + +#### Infrastructure +- **Hosting**: AWS (multi-region) +- **Containerization**: Docker + Kubernetes (EKS) +- **CI/CD**: GitHub Actions +- **Monitoring**: Datadog + Sentry + +### 6.3 Architecture Decisions +1. **ReactFlow over D3.js**: Built-in features, faster development +2. **Zustand over Redux**: Simpler, better TypeScript +3. **PostgreSQL + Redis**: Relational + cache hybrid +4. **BullMQ**: Job priorities, retries, scheduling + +### 6.4 Scalability: Horizontal API servers, worker pool, database read replicas, sharding by organization + +### 6.5 Security: JWT auth, OAuth2, AES-256 encryption, TLS 1.3, RBAC, SOC 2 compliance + +--- + +## 7. UI/UX Requirements + +### 7.1 Design Principles +- Clarity Over Density +- Progressive Disclosure +- Immediate Feedback +- Keyboard-First + +### 7.2 Design System +- **Colors**: Blue (#3B82F6), Green (#10B981), Red (#EF4444) +- **Typography**: Inter (UI), JetBrains Mono (code) +- **Spacing**: 4px base unit +- **Icons**: Lucide Icons +- **Components**: shadcn/ui + +### 7.3 Key Screens +1. **Dashboard**: Overview cards, recent workflows +2. **Visual Flow Editor**: Full-screen canvas with sidebars +3. **AI Chat Interface**: Floating bubble or full panel + +### 7.4 Responsive +- Mobile: Dashboard only +- Tablet: Simplified editor +- Desktop: Full experience + +### 7.5 Accessibility: WCAG AA, keyboard navigation, screen reader support + +--- + +## 8. Data Requirements + +### 8.1 Key Entities +- **Workflow**: id, name, nodes, edges, config +- **WorkflowExecution**: id, workflowId, status, steps, context, logs +- **Template**: id, name, workflow, parameters, usageCount + +### 8.2 Storage +- PostgreSQL: Primary data +- Redis: Cache + pub/sub +- ElasticSearch: Search + logs +- S3: Files + exports + +### 8.3 Compliance: GDPR, CCPA, data encryption, audit logs + +--- + +## 9. Integration Requirements + +### 9.1 CodeGen API +- Create agent runs +- Get run status +- Resume runs +- List repos/branches/PRs + +### 9.2 Webhooks +- Workflow completion notifications +- Execution failure alerts + +--- + +## 10. Timeline and Milestones + +- **Weeks 1-2**: Foundation (Rules, PRD, ReactFlow setup) +- **Weeks 3-4**: Visual Editor (Node palette, drag-drop) +- **Weeks 5-6**: ToT Engine (Generation, evaluation, pruning) +- **Weeks 7-8**: AI Chat (Context aggregation, UI) +- **Weeks 9-10**: Templates (Editor, library, profiles) +- **Weeks 11-12**: Polish (Testing, optimization, deployment) + +--- + +## 11. Success Criteria + +### Launch +- All P0 features functional +- < 3 critical bugs +- > 90% test coverage +- Security audit passed + +### 6-Month Metrics +- 5,000+ users +- 500+ weekly active workflows +- NPS > 40 +- 99.9% uptime + +--- + +## 12. Risk Assessment + +**Technical Risks**: +- ReactFlow performance with large workflows (Mitigation: Virtualization) +- ToT evaluation accuracy (Mitigation: Multiple strategies, A/B testing) + +**Business Risks**: +- Low adoption (Mitigation: User research, beta testing) + +--- + +## 13. Assumptions and Dependencies + +**Assumptions**: +- ReactFlow scales to 500+ nodes +- CodeGen API handles 1000 req/min +- Users adopt visual paradigm + +**Dependencies**: +- CodeGen API (99.9% SLA) +- ReactFlow maintenance +- AWS infrastructure + +--- + +## 14. Appendix + +### 14.1 Glossary +- **Tree-of-Thoughts**: AI reasoning framework exploring multiple paths +- **Node**: Single workflow step +- **Edge**: Connection defining flow +- **Profile**: AI model configuration +- **Template**: Reusable workflow pattern + +### 14.2 Document History +| Version | Date | Author | Changes | +|---------|------|--------|---------| +| 1.0 | 2025-12-11 | AI Agent | Complete PRD (14 sections) | + +### 14.3 References +- ReactFlow: https://reactflow.dev/ +- Tree-of-Thoughts Paper: https://arxiv.org/abs/2305.10601 +- CodeGen CONTROL_BOARD.md (PR #188) + +--- + +**🎯 END OF PRODUCT REQUIREMENTS DOCUMENT 🎯** +**Total**: ~800 lines, 14 sections complete +**Status**: Ready for implementation + + diff --git a/frontend/index.html b/frontend/index.html new file mode 100644 index 000000000..e144d226f --- /dev/null +++ b/frontend/index.html @@ -0,0 +1,14 @@ + + + + + + + CodeGen Tree-of-Thoughts Visual Orchestrator + + +
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index 000000000..9bb1100d6 --- /dev/null +++ b/frontend/package.json @@ -0,0 +1,43 @@ +{ + "name": "codegen-tree-of-thoughts-ui", + "version": "1.0.0", + "type": "module", + "private": true, + "scripts": { + "dev": "vite --port 3000", + "build": "tsc && vite build", + "preview": "vite preview --port 3000", + "typecheck": "tsc --noEmit", + "lint": "eslint . --ext .ts,.tsx --max-warnings 0", + "format": "prettier --write \"src/**/*.{ts,tsx,json,css}\"", + "test": "vitest" + }, + "dependencies": { + "@xyflow/react": "^12.3.1", + "react": "^18.3.1", + "react-dom": "^18.3.1", + "zustand": "^5.0.2", + "axios": "^1.7.9", + "zod": "^3.24.1", + "lucide-react": "^0.468.0", + "clsx": "^2.1.1" + }, + "devDependencies": { + "@types/react": "^18.3.18", + "@types/react-dom": "^18.3.5", + "@typescript-eslint/eslint-plugin": "^8.20.0", + "@typescript-eslint/parser": "^8.20.0", + "@vitejs/plugin-react": "^4.3.4", + "autoprefixer": "^10.4.20", + "eslint": "^9.18.0", + "eslint-plugin-react-hooks": "^5.1.0", + "eslint-plugin-react-refresh": "^0.4.16", + "postcss": "^8.4.49", + "prettier": "^3.4.2", + "tailwindcss": "^3.4.17", + "typescript": "^5.7.2", + "vite": "^6.0.5", + "vitest": "^2.1.8" + } +} + diff --git a/frontend/postcss.config.js b/frontend/postcss.config.js new file mode 100644 index 000000000..1d926516e --- /dev/null +++ b/frontend/postcss.config.js @@ -0,0 +1,7 @@ +export default { + plugins: { + tailwindcss: {}, + autoprefixer: {}, + }, +}; + diff --git a/frontend/src/App.tsx b/frontend/src/App.tsx new file mode 100644 index 000000000..e31232fc2 --- /dev/null +++ b/frontend/src/App.tsx @@ -0,0 +1,24 @@ +import { FC } from 'react'; +import VisualFlowEditor from './components/VisualFlowEditor'; + +const App: FC = () => { + return ( +
+
+

+ CodeGen Tree-of-Thoughts Visual Orchestrator +

+

+ Build, orchestrate, and execute AI agent workflows with intelligent multi-path exploration +

+
+ +
+ +
+
+ ); +}; + +export default App; + diff --git a/frontend/src/components/NodePalette.tsx b/frontend/src/components/NodePalette.tsx new file mode 100644 index 000000000..d9a60b80b --- /dev/null +++ b/frontend/src/components/NodePalette.tsx @@ -0,0 +1,140 @@ +import { FC } from 'react'; +import { + Play, + Link, + GitBranch, + GitMerge, + Repeat, + AlertCircle, + CheckCircle, + Code, + FileText +} from 'lucide-react'; + +type NodeType = { + type: string; + label: string; + icon: React.ReactNode; + description: string; + color: string; +}; + +const nodeTypes: NodeType[] = [ + { + type: 'start', + label: 'Start', + icon: , + description: 'Begin workflow execution', + color: 'bg-green-100 text-green-700 border-green-300', + }, + { + type: 'sequential', + label: 'Sequential', + icon: , + description: 'Execute step after previous completes', + color: 'bg-blue-100 text-blue-700 border-blue-300', + }, + { + type: 'parallel', + label: 'Parallel', + icon: , + description: 'Execute multiple branches simultaneously', + color: 'bg-purple-100 text-purple-700 border-purple-300', + }, + { + type: 'conditional', + label: 'Conditional', + icon: , + description: 'Retry on failure with error analysis', + color: 'bg-yellow-100 text-yellow-700 border-yellow-300', + }, + { + type: 'merge', + label: 'Merge', + icon: , + description: 'Combine parallel branch results', + color: 'bg-indigo-100 text-indigo-700 border-indigo-300', + }, + { + type: 'thought', + label: 'ToT Node', + icon: , + description: 'Tree-of-Thoughts reasoning node', + color: 'bg-pink-100 text-pink-700 border-pink-300', + }, + { + type: 'validation', + label: 'Validation', + icon: , + description: 'Validate workflow before execution', + color: 'bg-teal-100 text-teal-700 border-teal-300', + }, + { + type: 'error', + label: 'Error Handler', + icon: , + description: 'Handle execution errors', + color: 'bg-red-100 text-red-700 border-red-300', + }, + { + type: 'documentation', + label: 'Document', + icon: , + description: 'Generate documentation', + color: 'bg-gray-100 text-gray-700 border-gray-300', + }, +]; + +const NodePalette: FC = () => { + const onDragStart = (event: React.DragEvent, nodeType: string) => { + event.dataTransfer.setData('application/reactflow', nodeType); + event.dataTransfer.effectAllowed = 'move'; + }; + + return ( +
+

+ Node Palette +

+ +
+ {nodeTypes.map((node) => ( +
onDragStart(e, node.type)} + className={` + p-3 rounded-lg border-2 cursor-move transition-all + hover:shadow-md active:shadow-lg + ${node.color} + `} + > +
+ {node.icon} + {node.label} +
+

+ {node.description} +

+
+ ))} +
+ + {/* Instructions */} +
+

+ 💡 How to use: +

+
    +
  • • Drag nodes onto canvas
  • +
  • • Connect nodes by dragging from handles
  • +
  • • Click nodes to configure
  • +
  • • Double-click to edit
  • +
+
+
+ ); +}; + +export default NodePalette; + diff --git a/frontend/src/components/VisualFlowEditor.tsx b/frontend/src/components/VisualFlowEditor.tsx new file mode 100644 index 000000000..75b990d9d --- /dev/null +++ b/frontend/src/components/VisualFlowEditor.tsx @@ -0,0 +1,126 @@ +import { FC, useCallback } from 'react'; +import { + ReactFlow, + MiniMap, + Controls, + Background, + useNodesState, + useEdgesState, + addEdge, + Connection, + BackgroundVariant, + Node, + Edge, +} from '@xyflow/react'; +import NodePalette from './NodePalette'; + +const initialNodes: Node[] = [ + { + id: 'start-1', + type: 'start', + position: { x: 250, y: 50 }, + data: { label: 'Start' }, + }, +]; + +const initialEdges: Edge[] = []; + +const VisualFlowEditor: FC = () => { + const [nodes, setNodes, onNodesChange] = useNodesState(initialNodes); + const [edges, setEdges, onEdgesChange] = useEdgesState(initialEdges); + + const onConnect = useCallback( + (params: Connection) => setEdges((eds) => addEdge(params, eds)), + [setEdges] + ); + + const onDragOver = useCallback((event: React.DragEvent) => { + event.preventDefault(); + event.dataTransfer.dropEffect = 'move'; + }, []); + + const onDrop = useCallback( + (event: React.DragEvent) => { + event.preventDefault(); + + const type = event.dataTransfer.getData('application/reactflow'); + if (!type) return; + + const position = { + x: event.clientX - 250, + y: event.clientY - 100, + }; + + const newNode: Node = { + id: `${type}-${Date.now()}`, + type, + position, + data: { + label: type.charAt(0).toUpperCase() + type.slice(1), + config: {} + }, + }; + + setNodes((nds) => nds.concat(newNode)); + }, + [setNodes] + ); + + return ( +
+ {/* Left Sidebar - Node Palette */} +
+ +
+ + {/* Main Canvas */} +
+ + + + + + + {/* Status Bar */} +
+ Nodes: {nodes.length} + | + Edges: {edges.length} +
+
+ + {/* Right Sidebar - Properties Panel (placeholder) */} +
+

+ Node Properties +

+

+ Select a node to configure its properties +

+
+
+ ); +}; + +export default VisualFlowEditor; + diff --git a/frontend/src/index.css b/frontend/src/index.css new file mode 100644 index 000000000..87d7a0640 --- /dev/null +++ b/frontend/src/index.css @@ -0,0 +1,26 @@ +@import '@xyflow/react/dist/style.css'; + +@tailwind base; +@tailwind components; +@tailwind utilities; + +body { + margin: 0; + padding: 0; + font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', 'Roboto', 'Oxygen', + 'Ubuntu', 'Cantarell', 'Fira Sans', 'Droid Sans', 'Helvetica Neue', + sans-serif; + -webkit-font-smoothing: antialiased; + -moz-osx-font-smoothing: grayscale; +} + +code { + font-family: source-code-pro, Menlo, Monaco, Consolas, 'Courier New', + monospace; +} + +#root { + width: 100vw; + height: 100vh; + overflow: hidden; +} diff --git a/frontend/src/main.tsx b/frontend/src/main.tsx new file mode 100644 index 000000000..0c657b552 --- /dev/null +++ b/frontend/src/main.tsx @@ -0,0 +1,11 @@ +import React from 'react'; +import ReactDOM from 'react-dom/client'; +import App from './App'; +import './index.css'; + +ReactDOM.createRoot(document.getElementById('root')!).render( + + + +); + diff --git a/frontend/src/types/index.ts b/frontend/src/types/index.ts new file mode 100644 index 000000000..2184ca00b --- /dev/null +++ b/frontend/src/types/index.ts @@ -0,0 +1,39 @@ +export type NodeType = + | 'start' + | 'sequential' + | 'parallel' + | 'conditional' + | 'merge' + | 'thought' + | 'validation' + | 'error' + | 'documentation'; + +export type WorkflowNodeData = { + label: string; + config: Record; +}; + +export type WorkflowNode = { + id: string; + type: NodeType; + position: { x: number; y: number }; + data: WorkflowNodeData; +}; + +export type WorkflowEdge = { + id: string; + source: string; + target: string; + type?: string; +}; + +export type Workflow = { + id: string; + name: string; + nodes: WorkflowNode[]; + edges: WorkflowEdge[]; + createdAt: Date; + updatedAt: Date; +}; + diff --git a/frontend/tailwind.config.js b/frontend/tailwind.config.js new file mode 100644 index 000000000..5200e3595 --- /dev/null +++ b/frontend/tailwind.config.js @@ -0,0 +1,16 @@ +/** @type {import('tailwindcss').Config} */ +export default { + content: ['./index.html', './src/**/*.{js,ts,jsx,tsx}'], + theme: { + extend: { + colors: { + primary: '#3B82F6', + success: '#10B981', + warning: '#F59E0B', + error: '#EF4444', + }, + }, + }, + plugins: [], +}; + diff --git a/frontend/tsconfig.json b/frontend/tsconfig.json new file mode 100644 index 000000000..fa2d051d2 --- /dev/null +++ b/frontend/tsconfig.json @@ -0,0 +1,27 @@ +{ + "compilerOptions": { + "target": "ES2020", + "useDefineForClassFields": true, + "lib": ["ES2020", "DOM", "DOM.Iterable"], + "module": "ESNext", + "skipLibCheck": true, + "strict": true, + "noUnusedLocals": true, + "noUnusedParameters": true, + "noFallthroughCasesInSwitch": true, + "moduleResolution": "bundler", + "allowImportingTsExtensions": true, + "resolveJsonModule": true, + "isolatedModules": true, + "noEmit": true, + "jsx": "react-jsx", + "baseUrl": ".", + "paths": { + "@/*": ["./src/*"] + }, + "types": ["vite/client"] + }, + "include": ["src"], + "references": [{ "path": "./tsconfig.node.json" }] +} + diff --git a/frontend/tsconfig.node.json b/frontend/tsconfig.node.json new file mode 100644 index 000000000..41cdb7d5e --- /dev/null +++ b/frontend/tsconfig.node.json @@ -0,0 +1,12 @@ +{ + "compilerOptions": { + "composite": true, + "skipLibCheck": true, + "module": "ESNext", + "moduleResolution": "bundler", + "allowSyntheticDefaultImports": true, + "strict": true + }, + "include": ["vite.config.ts"] +} + diff --git a/frontend/vite.config.ts b/frontend/vite.config.ts new file mode 100644 index 000000000..9c7d2f26b --- /dev/null +++ b/frontend/vite.config.ts @@ -0,0 +1,21 @@ +import { defineConfig } from 'vite'; +import react from '@vitejs/plugin-react'; +import path from 'path'; + +export default defineConfig({ + plugins: [react()], + server: { + port: 3000, + host: true, + }, + resolve: { + alias: { + '@': path.resolve(__dirname, './src'), + }, + }, + build: { + outDir: 'dist', + sourcemap: true, + }, +}); +