EngineeringShift
FREE ENGINEERING ROADMAP · .NET → AI

Upgrade your .NET career for AI—without starting over.

A decision-focused 90-day plan for experienced developers who want to add practical AI engineering to the APIs, cloud, data and architecture skills they already have.

Built for 5–12 YOE.NET-firstProduction-minded

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WHAT YOU’LL DECIDE

A learning sequence built around engineering judgment.

  1. Build the AI application layerStructured outputs, provider boundaries and failure-aware .NET services.
  2. Add enterprise knowledgeRAG, authorization-aware retrieval and evaluation beyond “chat with PDF”.
  3. Move toward architectureTools, workflows, agents, observability, cost and production trade-offs.

Python can be useful. It is not permission to discard your existing stack.

Your experience with APIs, SQL, Azure and production systems is the foundation—not technical debt.