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Trusted by .NET developers building AI in production

.NET AI Engineering — No Python Required

Structured learning paths, end-to-end projects, and verified debugging fixes. Built by developers who ship AI-powered .NET to production.

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75 production-verified guides · Written by a Senior .NET Engineer with 13+ years experience

Semantic Kernel Agent Framework Azure OpenAI MCP C# SDK ML.NET Microsoft.Extensions.AI
New MCP C# SDK v1.0 Released: Authorization + Tool Sampling for .NET
5
Learning Paths
16
Error Fixes
15
Build Projects
75+
Total Articles

Structured Learning Paths

Follow a guided path from beginner concepts to production-ready skills.

11 lessons
Beginner

AI Foundations for .NET Developers

Core AI concepts, RAG, prompt engineering, and generative AI fundamentals for C# developers.

Start learning
9 lessons
Intermediate

.NET AI with Semantic Kernel

Plugins, memory, orchestration, and the full Semantic Kernel SDK from setup to production.

Start learning
6 lessons
Intermediate

AI Agents in .NET

Agent architecture, Microsoft Agent Framework, multi-agent orchestration, and MCP integration.

Start learning
5 lessons
Advanced

Production AI Engineering

Resilience, observability, cost optimization, and deployment patterns for AI-powered .NET apps.

Start learning
3 lessons
Beginner

Machine Learning with ML.NET

Predictive ML, ONNX models, and traditional machine learning pipelines in C# without Python.

Start learning
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Explore by format

Build projects, fix errors, or stay current — each pillar serves a specific developer need.

Hospital

Fix real errors fast. Verified debugging solutions sourced from GitHub Issues, StackOverflow, and production incidents.

Workshop

Build complete projects end-to-end. Step-by-step tutorials that ship real AI-powered .NET applications.

News

Stay current with .NET + AI ecosystem releases, industry shifts, and what they mean for .NET developers.

Trending This Week

Hot topics across the .NET + AI ecosystem

Fix Azure OpenAI 429 Too Many Requests in C# — Retry-After + Circuit Breaker MEAI vs Semantic Kernel vs Agent Framework: Which .NET AI Library in 2026? Semantic Kernel Architecture: How the Kernel, Plugins & Pipeline Work Azure.AI.OpenAI v1 → v2 Migration in C#: Every Breaking Change + Fix Table

Latest Releases

Stay current with the .NET + AI tooling ecosystem

Mar 2026

MCP C# SDK v1.0 Released: Authorization + Tool Sampling for .NET

ModelContextProtocol v1.0 for .NET: authorization server discovery, tool sampling, and long-running async requests. Works with Semantic Kernel 1.x.

Mar 2026

Microsoft Agent Framework RC for .NET: Frozen APIs + MCP Support

Microsoft.Agents.Core RC: frozen APIs, MCP tool integration, and multi-agent orchestration. AutoGen successor — migration checklist from Semantic Kernel Agents.

Feb 2026

GPT-5 and o-Series Models: What Changes for .NET AI Apps

GPT-5, o1, o3, o4-mini: improved tool calling, structured output, and 1M+ context windows. What .NET developers need to update in Azure OpenAI + Semantic Kernel.

Feb 2026

Open-Source LLMs in .NET: Run Llama 3, DeepSeek & Qwen Locally in C#

Run Llama 3, DeepSeek, and Qwen locally in C# via Ollama and ONNX Runtime. No cloud APIs, no inference costs — full offline AI in .NET.

Recently Fixed Errors

Verified debugging solutions for real-world production issues

Fix Azure OpenAI 400 Content Filter Error in C# (Including Streaming)

Source: From GitHub Issue

Fix 'context_length_exceeded' in Azure OpenAI C# — Token Counting + Sliding Window

Source: From StackOverflow

Fix Azure OpenAI Structured Output 400 Errors in C# (Schema + API Version)

Source: From StackOverflow

Fix Vector Dimension Mismatch in Azure AI Search + C# (ada-002 vs text-embedding-3)

Source: From GitHub Issue

Ship smarter .NET + AI code every week

SDK release summaries, architecture patterns, verified error fixes, and curated learning resources. Read by .NET developers building AI in production. No spam. Unsubscribe anytime.