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Researching the optimal; implementing the practical

Practical agentic engineering notes from Doug Finke: Agentic AI Forge, software factories, harnesses, orchestration, PowerShell labs, and working AI systems.

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Latest posts

Stop Rewriting Your AI Scripts Every Time a New Model Wins

PSAISuite gives PowerShell developers one command surface for 15+ GenAI providers, model benchmarking, pipeline context, and tool-calling.

Build AI Agents That Actually Do Things: PowerShell Function Calling in Action

Stop building chatbots that just talk. Learn how to create AI agents that can execute real PowerShell functions, interact with APIs, and automate your workflows with just 7 lines of code.

Unlocking the Future of Cloud Automation: MCP Integrations You Need to Know About

The world of cloud automation is changing fast. Discover how Model Context Protocol (MCP) integrations are reshaping workflows from big tech companies and empowering developers to take control like never before.

Dashboard Bot: Turn ChatGPT Into a Dashboard Generator Inside VS Code

How to create a custom dashboard-generating AI assistant in VS Code using GitHub Copilot Chat's chatMode.md feature.

I Had the Idea. AI Did the Work

One Idea, One Prompt — Watching GitHub Copilot Work in Real Time

PowerShell Quiz: Understanding Closures in Loops

PowerShell-Quiz-Understanding-Closures-in-Loops

Leveraging AI-Driven Automation in PowerShell

Leveraging AI-Driven Automation in PowerShell

Introducing a Custom ‘map’ Function in PowerShell for Functional Programming

PowerShell's custom map function enables functional programming, processing multiple arrays with ease. Simplify your scripts by applying transformations in parallel.

The Evolution of Search Engines From Archie to OpenAI Search

The story of search engines is a journey of constant innovation and transformation. Let's explore the evolution from Archie to OpenAI Search.

Analyzing Monthly Changes A PowerShell Approach to Data Visualization

This article explores how PowerShell can be used to visualize monthly data changes through Excel, emphasizing its applications in data analysis.