Tooling Wishlist Roadmap - eirenicon/Ardens GitHub Wiki
Tooling Wishlist – Roadmap
This page outlines the current wishlist of tooling desired for the Ardens framework, as well as a tentative roadmap for development, integration, and deployment.
Wishlist Overview
| Tool Name | Purpose | Integration | Priority | Notes |
|---|---|---|---|---|
| Signal Aggregator | Collect and normalize multi-source data | Core framework | High | Supports early-stage ingestion |
| AI Prompt Manager | Manage and version prompt templates | AI loop | High | Enables iterative prompt refinement |
| Collaborative Wiki Editor | Enhanced editing and version control | Documentation | Medium | Supports multi-user workflows |
| Vector Search Engine | Fast semantic search across archives | Knowledge base | High | Essential for retrieval-augmented tasks |
| Anomaly Detector | Flags unusual patterns or outliers | Analysis pipeline | Medium | Supports red-teaming and risk detection |
| Dashboard & Visualization | Real-time monitoring and reporting | UI Layer | Medium | For situational awareness |
| Security & Access Controls | Manage permissions and data confidentiality | Infrastructure | High | Critical for sensitive data handling |
| API Integration Layer | Connect external data and tools | Framework Extensibility | Medium | Enables modular ecosystem growth |
Roadmap
Short-Term (0–6 months)
- Develop core ingestion and aggregation tools
- Implement basic AI prompt versioning and curation
- Deploy vector search integration
- Begin collaborative wiki improvements
Mid-Term (6–18 months)
- Expand anomaly detection capabilities
- Build dashboard prototypes
- Strengthen security and access frameworks
- Establish API integration protocols
Long-Term (18+ months)
- Mature real-time visualization and alerting
- Automate adaptive workflow adjustments
- Explore multi-modal AI and embodied agents
- Expand community-driven tooling contributions
Summary
The tooling wishlist and roadmap reflect a phased approach: build a stable core, enable human-AI collaboration, then expand toward adaptive, multi-modal intelligence systems. Priorities balance immediate practical needs with ambitious long-term goals.
Regular review and community feedback will guide roadmap adjustments.
Category:Tools