AI Workflow Systems
Workflows that turn messy inputs into clearer outputs, like notes into summaries, ideas into outlines, and scattered research into something easier to act on.
Personal authority, portfolio, and workflow lab
Practical AI workflows for people doing real work.
I’m Michael Stables. I experiment with AI workflows, automation, and better systems that help people work with a little less chaos and a little more clarity.
Most of what I build sits somewhere between Agile thinking, workflow design, and figuring out how AI can actually be useful in day-to-day work.
Agile leadership • Workflow systems • Automation experiments • Prompt engineering
About
Where Agile experience meets practical AI
My background is a mix of Agile leadership, software delivery, coaching, facilitation, and a long-running habit of asking, “Can this process be simpler?”
That perspective shapes how I use AI. I’m less interested in chasing every new tool and more interested in building small, useful systems that reduce repetitive work, improve communication, and make messy information easier to use.
AI is helpful. It is also very good at creating more noise if you let it. The workflow matters.
What I’m building
Systems-oriented experiments connected to real work
I’m building and documenting practical systems across AI, automation, Agile, and content workflows. Some are polished. Some are experiments. The point is to learn in public and turn the useful pieces into resources other people can use.
Agile + AI Experiments
Practical ways AI can support planning, retrospectives, backlog refinement, leadership updates, and the parts of Agile work that tend to create admin drag.
GetPrompting
The broader resource hub where I share prompt guides, AI workflow tutorials, automation notes, and practical ways to use AI without drowning in hype.
Visit GetPromptingPortfolio
Featured portfolio areas
A few of these are active builds. A few are still being shaped. I’m keeping them visible because the process is part of the point.
SEO Keyword Research Automation
A real workflow built to collect, clean, and organize keyword research data using n8n, OpenAI, DataForSEO, and Google Sheets.
View Case StudyAI Blog Content Workflow
This case study will document the problem, the workflow, the tools, what worked, what got messy, and what I learned.
Case Study Coming SoonAgile Meeting Summary Workflow
This case study will document the problem, the workflow, the tools, what worked, what got messy, and what I learned.
Case Study Coming SoonResearch Vault: Modular AI Knowledge Retrieval System
A modular AI retrieval system built around structured ingestion, grounded retrieval, local AI experimentation, and workflow-oriented architecture.
View Case Studyn8n Automation Experiments
This case study will document the problem, the workflow, the tools, what worked, what got messy, and what I learned.
Case Study Coming SoonAI Productivity Templates
This case study will document the problem, the workflow, the tools, what worked, what got messy, and what I learned.
Case Study Coming SoonEcosystem
How this connects to GetPrompting
MichaelStables.com is my personal hub: the portfolio, resume, experiments, and professional background.
GetPrompting is the resource side of the ecosystem. That is where I publish practical guides, prompt ideas, workflow breakdowns, and tutorials for people who want to use AI more confidently.
The short version: this site shows what I’m building. GetPrompting helps turn those lessons into useful resources.
Work With Me
Want to compare notes or work on something practical?
If you’re exploring AI workflows, Agile systems, automation, or ways to reduce friction in your work, I’m always open to a conversation.
Contact MeContact
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Use the form below to reach out about collaboration, workflow experiments, speaking, Agile leadership, or practical AI systems.