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The knowledge base

Articles that move from concept to production.

Practical explanations, architecture decisions, code, and lessons learned while building real systems.

AI Architecture

AI-103 Foundations: Models, Deployments and Evaluation

Learn how AI models, deployments, endpoints, routing, and evaluation work together in a production-ready AI architecture.

10 min read
#ai-103#llm-foundations#model-deployment#model-evaluation#ai-architecture#microsoft-foundry
AI Architecture

AI Model Selection: Small, Large, Multimodal & Model Routing

A practical guide to choosing the right AI model for a workload, including small and large language models, multimodal models, embeddings, and model routing.

6 min read
#ai-models#model-selection#ai-architecture#model-routing#ai-103#microsoft-foundry
SQL Server

Understanding OFFSET in SQL Server

Learn how OFFSET and FETCH work together to implement pagination in SQL Server.

3 min read
#sql-server#pagination#database