Copyright

1 min read1 of 14

Vibe Orchestration: A Unified Socio-Technical Framework for Governing Shadow AI, Vibe Coding and Cognitive Security. A White Paper. Author: Prof. Dr. Mohamed Fawzi Elgendi. © 2026. All rights reserved.

This edition unifies two papers by the author — “Out of the Shadows” on governing shadow AI, and “From Autocomplete to Vibe Orchestration” on AI-assisted software synthesis — into a single framework.

No part of this paper may be reproduced, stored in a retrieval system, or transmitted in any form or by any means (electronic, mechanical, photocopying, recording or otherwise) without the prior written permission of the author.

The views expressed are the author's own. All organization-specific implementation detail has been omitted from this edition.

www.fawzooz.ai

Tip: use ← → to move between sections.