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
PSAISuite: One PowerShell Interface for Many AI Models
Use PowerShell to work with multiple AI providers, bring pipeline data into prompts, and give models practical tools.
From the workshop
Projects I'm building
Explore practical AI tools, experiments, and developer projects I've built with AI.
Explore the work
Choose a build path
Follow a topic through practical articles and experiments.
01Agent HarnessesTools, context, and the loop that connects them.5 articles
02PSAISuite & AI WorkflowsConnect models to the automation you already use.16 articles
- PSAISuite: One PowerShell Interface for Many AI Models
- 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
Showing the 5 most recent. Browse the full archive.
03PowerShell LabsPractical experiments in scripting and automation.72 articles
- PSAISuite: One PowerShell Interface for Many AI Models
- Clairic Studio: From an Invoice to Working Code
- 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
Showing the 5 most recent. Browse the full archive.
From the notebook
Latest articles
Clairic Studio: From an Invoice to Working Code
Design an extraction visually, inspect typed results, and export a working program in PowerShell, Python, TypeScript, Go, or Rust.
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.
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...