AI & MLBeginner
AI in .NET: The Complete Landscape for Developers
Map the 2026 AI in .NET ecosystem: Microsoft.Extensions.AI, Agent Framework, Semantic Kernel, vector data, MCP, ML.NET, ONNX and Foundry, and when to use each.
Azure OpenAI & AI Foundry
15 articles about Azure OpenAI & AI Foundry: in-depth .NET and AI guides, senior interview questions and AI news on DotNet AI Hub.
Technologies 5
AI & MLIntermediate
Azure OpenAI and Microsoft Foundry for .NET Developers
Use Azure OpenAI in Microsoft Foundry (formerly Azure AI Foundry) from .NET: deployments, keyless auth, guardrails, quotas, PTUs, Agent Service and cost.
AI & MLIntermediate
Multimodal AI in .NET: Vision, Audio and Speech
Build multimodal .NET apps that understand images, documents, speech and audio, and generate images and voice, with Microsoft.Extensions.AI and Azure AI.
AI & MLIntermediate
Using the Official OpenAI .NET Library for C#
A practical guide to the OpenAI .NET SDK: ChatClient, streaming, tool calls, structured outputs, the Responses API, embeddings, images, audio and retries.
AI & MLIntermediate
Responsible AI and LLM Security for .NET Applications
Secure LLM apps in .NET: OWASP Top 10 for LLMs 2026, prompt injection defenses, Prompt Shields, PII redaction, output checks, least privilege and the EU AI Act.
Interview Questions 1
System DesignArchitect
System Design Interview: Enterprise AI Assistant (RAG Platform)
Architect-level system design questions on an enterprise RAG platform in .NET: ingestion, retrieval, security trimming, caching and cost control.
AI News 9
Microsoft Unveils Seven In-House MAI Models at Build 2026
At Build 2026 on June 2, Microsoft launched seven in-house MAI models, led by the MAI-Thinking-1 reasoning model and the MAI-Code-1-Flash coding model.
Microsoft and OpenAI Amend Their Partnership, Ending Azure Exclusivity
Microsoft and OpenAI amended their partnership on April 27, 2026: OpenAI can sell on any cloud, Azure ships first and Microsoft keeps IP rights through 2032.
Anthropic Releases Claude Opus 4.6 with a 1M-Token Context Window
Anthropic's Claude Opus 4.6 (February 5, 2026) added a 1M-token context in beta, adaptive thinking and agent teams, while keeping $5/$25 pricing.
Anthropic Commits $30 Billion to Azure in Microsoft and NVIDIA Deal
On November 18, 2025, Anthropic committed to buy $30 billion of Azure compute and up to 1 GW of NVIDIA systems, while NVIDIA and Microsoft agreed to invest.
Microsoft Unveils Agent 365 at Ignite 2025 to Govern Enterprise AI Agents
At Ignite on November 18, 2025, Microsoft introduced Agent 365, a control plane for enterprise AI agents, alongside Microsoft Foundry and Claude models in Foundry.
Whisper Leak: Microsoft Finds Encrypted LLM Streams Can Reveal Chat Topics
Microsoft's Whisper Leak research shows encrypted, streamed LLM responses can reveal conversation topics through packet sizes and timing. Key facts and fixes.
xAI Launches Grok 4 and Grok 4 Heavy, Claiming Top Reasoning Scores
xAI released Grok 4 and the multi-agent Grok 4 Heavy on July 9, 2025, with a 256K-token API priced at $3 and $15 per million tokens and strong benchmark claims.
OpenAI Launches GPT-4.1 in the API with a 1M-Token Context Window
OpenAI released GPT-4.1, mini and nano in April 2025: API-first models with a 1M-token context, stronger coding and more literal instruction following.
DeepSeek-R1 Release: MIT-Licensed Open Reasoning Model Rivals OpenAI o1
DeepSeek-R1 arrived in January 2025 as an MIT-licensed open-weight reasoning model that DeepSeek says matches OpenAI o1, and it shook AI markets within a week.