Independent ideas for enterprise technology
Practical thinking at the intersection of Dynamics 365, enterprise architecture and AI. Clear ideas, honest lessons and useful work for people shaping what comes next.
Independent perspective. Grounded in real-world enterprise delivery.
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Ideas grounded in practice
Practical perspectives on finance, supply chain and the systems behind business operations.
Integration choices, design decisions and architecture that works beyond the diagram.
Exploring where AI belongs in real enterprise workflows, and where it does not.
Learning, working examples and honest lessons from building enterprise solutions.
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Start with the practical stuff. Our interactive GitHub guide takes you from your first repository to your first pull request, with examples that connect directly to ERP delivery.
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Perspectives & field notes
MCP
Ten Dynamics 365 Finance and Operations PQU trains are marked Canceled* for wider rollout during the holiday freeze. Station 1 and manual installation remain possible. This article explains how to manage different builds, approve exceptions and plan the return to normal servicing.
Dynamics 365
Microsoft Supplier Engagement introduces a global supplier lifecycle across Dataverse, Power Pages and Dynamics 365 Supply Chain Management. This Insight explains the resulting data, security, coexistence and deployment decisions.
MCP
Dynamics 365 ERP MCP connects agent reasoning to Finance and Supply Chain Management data and business logic. This guide explains the identity, permission, approval, audit and compatibility decisions needed before agents receive write access.
Explore the work
Architecture should be understandable, testable and useful. Explore working notes, technology choices and the questions behind real implementation decisions.
Behind the BuildThe human perspective
I'm Mamdouh Ibrahim, a Dynamics 365 solution architect. Beyond ERP is where I share what I am learning, building and questioning across enterprise systems, architecture and AI.
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