Roadmap & Future Development
Relevant source files
The following files were used as context for generating this wiki page:
The Nexus Orchestrator is designed as an autonomous infrastructure daemon, serving as a "nervous system" for AI development. Its primary objective is to bridge the gap between AI agents and their operating environments through a local-first, background orchestration layer. The future development of Nexus focuses on maturing its four core pillars: Connectivity, Orchestration, Context, and Governance.
Nexus facilitates the management of SSH connectivity, environment states, and security policies, ensuring that non-human identities (AI agents) can operate within a Zero Trust framework. This roadmap outlines the architectural evolution required to support robust, autonomous infrastructure management.
Sources: README.md:1-12
Core Pillars & Architectural Evolution
The development roadmap is structured around the four architectural pillars that define the system's capabilities.
1. Connectivity Layer (MCP-based Protocol)
The connectivity layer focuses on expanding the Model Context Protocol (MCP) to facilitate seamless communication between agents and infrastructure. Future updates will enhance the autonomous management of SSH connectivity and environment handles.
The diagram above illustrates the MCP-based communication flow between AI agents and the managed infrastructure via the Nexus Orchestrator.
Sources: README.md:6-14
2. Orchestration Layer (LangGraph Integration)
Nexus utilizes LangGraph for workflow management. Future development aims to deepen the integration of directed acyclic graphs (DAGs) to handle complex, multi-step infrastructure deployments and state transitions.
Sources: README.md:15
3. Context & Agent Management
The context layer maintains the persistent state of the system and tracks all interacting entities. A critical component is the management of the AGENTS.md registry, which records known AI agents and their trust levels.
| Feature | Description | File Reference |
|---|---|---|
| Agent Registry | Tracking Agent ID, Description, and Trust Level | context/AGENTS.md |
| Persistent State | Maintaining environment handles and SSH contexts | README.md |
Sources: README.md:16, context/AGENTS.md:1-10
4. Governance & Zero Trust Security
Nexus implements Open Policy Agent (OPA) and Zero Trust security models. Future development will focus on refining non-human identity governance to ensure that agents only access authorized resources based on their established trust levels.
This sequence diagram shows the validation process for agent requests through the OPA governance layer.
Sources: README.md:17, context/AGENTS.md:5-9
Future Feature Specifications
Based on the current architecture, the following areas are designated for expansion:
- Autonomous Infrastructure Daemon Enhancement: Transitioning from a background layer to a fully autonomous daemon capable of proactive environment remediation.
- Dynamic Trust Level Adjustment: Implementing logic to adjust "Trust Levels" in
AGENTS.mdbased on real-time behavior analysis and OPA policy evaluation. - Expanded MCP Support: Increasing the breadth of infrastructure resources manageable via the MCP-based protocol beyond standard SSH.
Sources: README.md:1-17, context/AGENTS.md:1-10
Conclusion
The Nexus Orchestrator's roadmap is geared toward creating a highly secure, autonomous environment for AI agents. By leveraging LangGraph for orchestration and OPA for governance, Nexus aims to provide a reliable "nervous system" that removes the friction of manual infrastructure management for developers and agents alike.