Practical agentic engineering
Build agents like systems,
not demos.
Notes from the workshop on harnesses, orchestration, and working AI systems. PowerShell is my lab because it gets out of the way.
From idea to implementation
What will you build next?
- Give agents useful, focused tools
- Design inspectable agent harnesses
- Connect AI to PowerShell workflows
- Evaluate models on real work
Build a Custom Agent Harness with PowerShell and PSAISuite
Build a small PowerShell agent harness with PSAISuite, give it real tools, and customize its context and execution limits for the task.
Explore the work
Choose a build path
Follow a topic through practical articles and experiments.
01Agent HarnessesTools, context, and the loop that connects them.4 articles
02PSAISuite & AI WorkflowsConnect models to the automation you already use.15 articles
- Build a Custom Agent Harness with PowerShell and PSAISuite
- Stop Rewriting Your AI Scripts Every Time a New Model Wins
- Unlocking the Future of Cloud Automation: MCP Integrations You Need to Know About
- Dashboard Bot: Turn ChatGPT Into a Dashboard Generator Inside VS Code
- I Had the Idea. AI Did the Work
Showing the 5 most recent. Browse the full archive.
03PowerShell LabsPractical experiments in scripting and automation.70 articles
- Build a Custom Agent Harness with PowerShell and PSAISuite
- Stop Rewriting Your AI Scripts Every Time a New Model Wins
- Build AI Agents That Actually Do Things: PowerShell Function Calling in Action
- I Had the Idea. AI Did the Work
- PowerShell Quiz: Understanding Closures in Loops
Showing the 5 most recent. Browse the full archive.
From the notebook
Latest articles
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 autom...
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 c...
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