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Lukas Walter

Software Engineering | AI Engineering | .NET | lukaswalter.dev

Generate Useful Test Data in .NET with Bogus

Generate Useful Test Data in .NET with Bogus

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9 min read

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Observability for Agents with OpenTelemetry, Aspire, and Application Insights

Observability for Agents with OpenTelemetry, Aspire, and Application Insights

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13 min read
Run Python in-process from .NET with CSnakes

Run Python in-process from .NET with CSnakes

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3 min read
Agent Frontends with AG-UI: Streaming, Tool Calls and Human Approval

Agent Frontends with AG-UI: Streaming, Tool Calls and Human Approval

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13 min read
Use file-based C# apps for small utilities

Use file-based C# apps for small utilities

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3 min read
Human-in-the-Loop Agents: When the AI Must Ask Before Acting

Human-in-the-Loop Agents: When the AI Must Ask Before Acting

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13 min read
Deploy a .NET MCP server to Azure Functions

Deploy a .NET MCP server to Azure Functions

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10 min read
Microsoft Agent Framework Multimodal Agents: Images, PDFs, and Provider Differences

Microsoft Agent Framework Multimodal Agents: Images, PDFs, and Provider Differences

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10 min read
Agent Framework RAG for Agents: Giving Your Agent the Right Context

Agent Framework RAG for Agents: Giving Your Agent the Right Context

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8 min read
Build and deploy an MCP server with .NET and Azure Container Apps

Build and deploy an MCP server with .NET and Azure Container Apps

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9 min read
Microsoft Agent Framework Workflows: When to Use Them and When to Stay in C#

Microsoft Agent Framework Workflows: When to Use Them and When to Stay in C#

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11 min read
Agents as Tools in Microsoft Agent Framework

Agents as Tools in Microsoft Agent Framework

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8 min read
Why CancellationToken Matters More in .NET AI Systems

Why CancellationToken Matters More in .NET AI Systems

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10 min read
Manual Multi-Agent Routing in .NET

Manual Multi-Agent Routing in .NET

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8 min read
Extending .NET Agents with MCP and Agent Skills

Extending .NET Agents with MCP and Agent Skills

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8 min read
Structured Output in .NET Agents

Structured Output in .NET Agents

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6 min read
Tools and Dependency Injection in Microsoft Agent Framework

Tools and Dependency Injection in Microsoft Agent Framework

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5 min read
RAG with EF Core and pgvector

RAG with EF Core and pgvector

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5 min read
Dynamic Agent Context with AIContextProvider

Dynamic Agent Context with AIContextProvider

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5 min read
Controlling Token Growth with Chat Reducers

Controlling Token Growth with Chat Reducers

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4 min read
State Management and Chat History

State Management and Chat History

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3 min read
Use the Aspire Dashboard Standalone

Use the Aspire Dashboard Standalone

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2 min read
Chat vs. Streaming: Don't Keep Your Users Waiting

Chat vs. Streaming: Don't Keep Your Users Waiting

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3 min read
Context Compression in .NET

Context Compression in .NET

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2 min read
Zero to First Agent

Zero to First Agent

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4 min read
Stop Guessing – Use Golden Datasets for Prompt Evals

Stop Guessing – Use Golden Datasets for Prompt Evals

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2 min read
Microsoft Agent Framework: Introduction

Microsoft Agent Framework: Introduction

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6 min read
Indirect Prompt Injection Is a Trust Boundary Problem

Indirect Prompt Injection Is a Trust Boundary Problem

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5 min read
RAG Is a Data Problem Before It’s a Prompt Problem

RAG Is a Data Problem Before It’s a Prompt Problem

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5 min read
Minimal .NET LLM Observability: Reproduce Timeouts and Triage in 15 Minutes

Minimal .NET LLM Observability: Reproduce Timeouts and Triage in 15 Minutes

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5 min read
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