Waqas Ahmad — Software Architect & Technical Consultant

Specializing in

Distributed Systems

.NET ArchitectureCloud-Native ArchitectureAzure Cloud EngineeringAPI ArchitectureMicroservices ArchitectureEvent-Driven ArchitectureDatabase Design & Optimization

👋 Hi, I'm Waqas — a Software Architect and Technical Consultant specializing in .NET, Azure, microservices, and API-first system design..
I help companies build reliable, maintainable, and high-performance backend platforms that scale.

Experienced across engineering ecosystems shaped by Microsoft, the Cloud Native Computing Foundation, and the Apache Software Foundation.

Available for remote consulting (USA, Europe, Global) — flexible across EST, PST, GMT & CET.

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DbContext

Definition

EF Core context; provides DbSet (repository-like) and SaveChanges (unit of work).

As defined in the knowledge graph

Infrastructure; wrong in controller; AI completion often suggests direct injection. — From: What AI IDEs Get Right — and What They Get Wrong
EF Core context; must be Scoped, not Singleton. — From: Dependency Injection in .NET Core: In-Depth with Code Examples

Related concepts

Connection String Controller EF Core OrderRepository Repository Pattern Unit of Work

Articles mentioning this concept

What AI IDEs Get Right — and What They Get Wrong Dependency Injection in .NET Core: In-Depth with Code Examples Repository Pattern and Unit of Work in .NET