Product Roadmap
🎯 Vision & Mission
Vision: Platform for code understanding, maintainability and collaboration through autonomous intelligence.
Mission: Enable AI agents to understand and act on codebases with precision and efficiency.
📊 Progress Overview
| Feature Category | Status |
|---|---|
| Context Engineering (Python) | ✅ Stable |
| Discovery & Ingestion | ✅ Production Ready |
| AGENTS.md Framework | 🚀 Active Development |
🔧 Context Engineering
Building the foundation for intelligent code understanding
Code Grammar Support for Programming Languages
Our advanced parsing engine provides deep syntactic and semantic understanding across multiple programming languages.
✅ Done
- Extensible Grammar Support for Programming Languages - Tree sitter based grammar extraction..
- Graph based Hiearchical Contextual Understanding - Graph based construction of context.
- Framework-specific Optimizations - Programming language independent framework support
🔍 Discovery, Ingestion & Synchronization
Seamlessly connect and sync your development ecosystem
🎯 Core Capabilities
✅ GitHub Native Integration
Complete GitHub ecosystem integration for both open-source and private repositories.
Accomplished Features:
- Repository Discovery - Automatic detection and cataloging
- Manual Synchronization - On-demand repository updates
✅ Local Git Repository Support
Direct integration with local development environments for immediate code analysis.
Features:
- Manual Near Real-time Sync - Instant local repository updates
✅ Reliable, Performant and Scalable Workflow Based Ingestion
Uses Workflow Orchestrator to ingest codebases in a performant and scalable way.
✅ Status Tracking and Feedback
Any failures encountered during ingestion are tracked and reported back to the user
🤖 AGENTS.md Initiative
Building agents to make repositories AI-ready
🚀 Current Focus
Active Development
Building first set of agents to automatically initialize and maintain AGENTS.md files for repositories.
Purpose: Enable AI coding assistants to better understand and work with any codebase by providing standardized context.
Milestone: Code Confluence v1 (Issue #722)
Agent Capabilities:
- Development Workflow Analysis - Extract build commands, dev test procedures.
- Domain Understanding - Precisely identify application data models as well as database entities to understand the domain.
- Application Interface Understanding - Precisely identify application interfaces in terms of inbound/outbound interfaces. For example, HTTP endpoints, message consumers, etc.
- Architectural Pattern Understanding - Classify service type (lib/microservice/frontend/streaming) and other architectural patterns.