Praxo-AgentOS
Reference Implementation for Cybernetic Software Delivery
Context & Problem
As AI agents increasingly produce engineering artifacts — code, tests, documentation, configurations — the traditional SDLC cannot govern this new mode of delivery. Organizations need a new operating model with observability, governance, and quality frameworks for machine-produced work.
Solution & Architecture
Praxo-AgentOS implements the Cybernetic Software Delivery lifecycle: governed runs as the primary unit of delivery, a five-category artifact taxonomy, thirteen CSD-specific metrics extending DORA, and a four-tier governance framework that adapts control to risk.
Key Components
- Multi-layer architecture with clear separation of concerns
- Integration with enterprise systems and data sources
- Scalable infrastructure designed for high availability
- Security and governance built into the core design
Impact
Companion repository for the published paper 'Cybernetic Software Delivery: A Governed Lifecycle for Agentic Engineering Work.' Demonstrates that governed agentic delivery is feasible in production-grade tooling.
What's Next
- Agent trust calibration models
- Integration with CI/CD observability platforms
- Cross-organization governed run exchange
- Empirical validation of governance tier effectiveness