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Beta Notice

This project is an early-stage Beta and is not feature-complete.

Several components described in the documentation (including AI analysis, vulnerability correlation, and advanced automation workflows) are still under active development and are not fully integrated yet.

The current implementation represents a working foundation and architecture, but does not reflect the final capabilities or performance goals of the platform.

Some features are partially implemented, experimental, or subject to change without notice.

Development progress has been incremental due to limited resources and performance constraints, and the system has not yet reached a stable or production-ready state.

That said, all planned capabilities described in this repository are part of the intended roadmap and are actively being built — they are not placeholders or misleading claims.

This project is shared for transparency, learning, and iterative development.

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A modular Network Audit & Automation platform (Beta) featuring SSH-based auditing, parallel execution via Nornir, and FastAPI-driven orchestration. Upcoming features include AI-assisted analysis and CVE correlation using local and external intelligence modules.

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