Roadmap
Our journey to building an autonomous AI system
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Phase 1
Foundation (Core Infrastructure)
Core infrastructure for the self-growing system
Convex Schema DefinitionData Model DesignActivity Logging FrameworkSecurity Scanner IntegrationDevOps Stats DashboardHuman-Approval CLI ToolApproval UI ArchitectureApprovalCard Component
Planned
Phase 2
The Loop (Deep Agentic Workflow)
Recursive self-improvement and task orchestration
Epic Management (CRUD)User Story Generation (LLM)Recursive Task DecomposerTDD Test Generation AgentThe Judge (Evaluator) CoreAgent Reflection MechanismThe Builder (Executor) CoreGit Integration Service
Planned
Phase 3
Agentic Design System
UI/UX evolution and automated component generation
DesignSystem Intelligence AgentTheme Token AnalyzerComponent Library RAGAutomated Scaffolding ScriptStorybook Story GeneratorVisual Regression Tester
Planned
Phase 4
Advanced Verification (Smart Testing)
Dependency analysis and smart test selection
Smart Test Selector LogicImport Graph VisualizationTest Coverage IntelligenceDependency-Aware Test RunnerThe Tester Agent (Verification)Security Vulnerability Scanner
Planned
Phase 5
Tool Optimization & Registry
Central tool registry and meta-tool creation
Centralized Tool RegistryTool Performance AnalyticsDynamic Tool LoaderMeta-Tool GeneratorTool Usage OptimizationRecursive Tool Discovery
Planned
Phase 6
Multi-Agent Specialization & Scaling
Agent personas, routing logic, and distributed workers
Agent Persona ManagementAgent Capability RegistrySemantic Task RoutingDistributed Worker ClusterAgent Collaboration ProtocolLoad Balanced Orchestration
Planned
Phase 7
Product Features (Automation & Content)
Video generation and blog content system
Demo Video GeneratorScreenshot Capture PipelineContent Syndication EngineAutomated Blog SystemSocial Media Auto-PostSEO Content Optimizer
Planned
Phase 8
LLM Arena & Cost Optimization
Benchmarking engine and cost tracking dashboard
LLM Performance ArenaCost per Task TrackingAdaptive Model SelectionToken Usage AnalyticsBudget Guardrail SystemLLM Provider Dashboard
Planned
Phase 9
Cognitive Architecture (Long-Term Memory)
Vector memory and goal decomposition
Global Vector MemoryCodebase Context EmbeddingProject History RetrievalLong-Term Goal TrackerKnowledge Graph IntegrationAutomated Documentation RAG
Planned
Phase 10
Advanced Workflow & UI Enhancements
Drag-and-drop and dynamic roadmap visualization
Kanban Drag-and-DropDynamic Roadmap UILive Activity VisualizerInteractive Dependency GraphWorkflow State AutomationThemed UI Customization
Planned
Phase 11
External Integration & Revenue
GitHub integration and client management
GitHub Automation ServiceExternal API GatewayClient Project DashboardSubscription & Billing SystemStripe Checkout FlowSaaS Multi-Tenancy
Planned
Phase 12
Full Autonomy ("Sleep" Processing)
Nightly optimization and full self-sustenance
24/7 Proactive RefactoringAutomated Bug Fixing SystemSystem-Wide Self-HealingAutonomous Feature ProposalSelf-Monitoring Health APIProactive Security Patching
Planned
Phase 13
Self-Learning Orchestra
Memory persistence and learning from mistakes (competitor-inspired)
Memory Layer PersistenceImportant Perceptions Auto-UpdateError Resolution MemoryCircuit Breaker EnhancementGitHub Issues SyncLearning Code Review Agent
Planned
Phase 14
Swarm Intelligence
Advanced multi-agent coordination patterns
Hierarchical Swarm TopologyPriority Task QueuesDependency Resolution EngineDeadlock DetectionQueen-Worker CoordinationConsensus-Based Decisions
Planned