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  • Add Structured Testing to Your AI Vibe - with promptfoo

    calendar Sep 6, 2025 by Dennis Whalen  · 11 min read
    prompt engineering ai testing promptfoo
    Part of the Building AI Agents topic
    Add Structured Testing to Your AI Vibe - with promptfoo

    When building AI applications with LLMs, many teams are still "vibe testing" their way to production. This guide shows how file-based prompts and comprehensive test scenarios build reliable review analysis systems that handle real-world complexity, allowing you to build a solid set of repeatable automated regression tests.


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  • Automate the testing of your LLM Prompts - with promptfoo

    calendar Aug 24, 2025 by Dennis Whalen  · 9 min read
    prompt engineering ai testing promptfoo
    Part of the Building AI Agents topic
    Automate the testing of your LLM Prompts - with promptfoo

    LLMs produce non-deterministic outputs, making traditional exact-match testing ineffective. How can you verify an application response is contextually accurate when the response can vary with every request? Let's take a look at promptfoo!


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  • Aspire Roadmap 2025: Code-first DevOps, polyglot, and AI

    calendar Jul 30, 2025 by Victor Frye  · 11 min read
    aspire dotnet devops ai
    Part of the Cloud-Native Development topic
    Aspire Roadmap 2025: Code-first DevOps, polyglot, and AI

    A look at the recently published Aspire roadmap for 2025, focusing on its code-first DevOps evolution, polyglot aspirations, and AI orchestration, and more.


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  • Coding Agents are here: Is your team ready for AI devs?

    calendar Jul 23, 2025 by Matt Eland  · 10 min read
    ai GitHub productivity agents
    Part of the Building AI Agents topic
    Coding Agents are here: Is your team ready for AI devs?

    Discover how GitHub Copilot Agents can function as AI developers on your team, automating development while complementing human developers' strategic skills.


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  • Reference Architecture for Team AI Productivity

    calendar Jun 19, 2025 by Matt Eland  · 11 min read
    architecture ai productivity security
    Part of the Building AI Agents topic
    Reference Architecture for Team AI Productivity

    Web chat portals can profoundly empower your team to build amazing things. Let's see how these systems can work securely and offer unique value to your team.


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  • Why Small Businesses Need Protected Generative AI Solutions

    calendar Jun 7, 2025 by Erica Krumlauf  · 3 min read
    ai data security smallbusiness riskmanagement
    Why Small Businesses Need Protected Generative AI Solutions

    Artificial intelligence has moved from a futuristic concept to an everyday business tool. With these new tools data is your most valuable asset. Are you protecting it? Let’s explore how Leading EDJE can help to ensure you are not at risk.


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  • An LLM Evaluation Framework for AI Systems Performance

    calendar May 28, 2025 by Matt Eland  · 11 min read
    ai csharp testing llm dotnet
    Part of the AI-Assisted Development topic
    An LLM Evaluation Framework for AI Systems Performance

    AI systems are powerful, but hard to constrain, measure, and control. Let's see how Microsoft.Extensions.AI.Evaluation helps with AI systems development.


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  • Microsoft Build 2025 Wrapped

    calendar May 22, 2025 by Victor Frye  · 6 min read
    azure aspire ai dotnet windows
    Part of the AI-Assisted Development topic
    Microsoft Build 2025 Wrapped

    A recap of the most exciting announcements from Microsoft Build 2025 according to your friendly neighborhood developer.


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  • Document Search in .NET with Kernel Memory

    calendar May 20, 2025 by Matt Eland  · 10 min read
    ai rag search llm dotnet
    Part of the Building AI Agents topic
    Document Search in .NET with Kernel Memory

    Kernel Memory gives us a simple and flexible way of indexing and searching documents and websites using our own models and vector storage solutions using .NET.


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  • MCP and A2A: Two bright modular futures for AI

    calendar May 13, 2025 by Matt Eland  · 7 min read
    ai architecture productivity agents
    Part of the Building AI Agents topic
    MCP and A2A: Two bright modular futures for AI

    Model Context Protocol (MCP) and Agent2Agent (A2A) are rising stars in the world of AI. Let's see what they are and how they can work together.


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Leading EDJE is a software consulting firm specializing in AI-assisted development, AI enabled applications, cloud-native engineering, and DevSecOps transformations. This blog shares practical insights, tutorials, and lessons learned from our team of consultants working with mid-market and enterprise clients.

Recent Posts

  • Current Local LLM Favorites
  • Shifting Left with Agentic Development
  • The Physics of Predictability
  • Agentic AI Tools & Resources for Senior Developers
  • Teaching an AI to Build Software
  • Self-Improving AI Application Architectures
  • A Conversation with an LLM AI on Functional Programming
  • The Copilot Experiment

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GOING NATIVE 6 HELLO ASPIRE 6 AI PROTOTYPING PROJECTS 5 .NET AI / ML HIGHLIGHTS 4 PLAYWRIGHT TESTING 4 AGILE FORECASTING 3 REFERENCE ARCHITECTURES 3 TESTING FRAMEWORKS 3 CAREER DEVELOPMENT 2 PROMPTFOO 2 REST ASSURED 2 TEACHING AI TO BUILD SOFTWARE 2 FROM THE GROUND UP 1

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