Local AI / Small business
Draft a review reply. Keep control of the promises.
Review Reply Writer uses a local model to draft customer replies. Inspect the application, its historical demonstration, and the checks around approval.
AI Works Human Decides
I build and examine practical ways to use AI in everyday life and small-business work. I start with a real task, set boundaries, check the result, and keep important decisions with people. Explore free tools, recorded cases, and the limits that matter. I also build software tools and play tournament poker.
Three practical problems, three different uses of AI. Open the work, follow an example, and see what the evidence supports.
Local AI / Small business
Review Reply Writer uses a local model to draft customer replies. Inspect the application, its historical demonstration, and the checks around approval.
AI for writing / Creative work
Preflight flags possible continuity errors. Follow a Sherlock Holmes audit, including useful findings, wrong calls, and details it missed.
Built with AI / Everyday life
A recorded cooking-planner simulation preserves progress while future steps move. See the actual app and the decisions it leaves to the cook.
These are documented projects and demonstrations. Each case explains AI's role, what was checked, and the questions still open. Explore the project cases or see selected creative work.
Try a tool, inspect a real example, or read the thinking behind the work. Choose what helps today.
01 / Use a free tool
Turn a vague request into a task with a finish line, boundaries, and checks.
A local browser tool. No account. No AI runs here.
02 / Inspect a recorded case
Follow a real website repair and inspect the evidence, including what the checks could not establish.
A documented defect, not a claim of time savings.
03 / Understand the approach
Delegate production without giving up the purpose, boundaries, and decisions you need to stand behind.
An essay on what to keep in human hands.
For review away from play: poker calculators with their assumptions visible.
Explore a subject, or go straight to something you can use. Technology is a means, not the whole point.
Where AI helps in real life, how to check its work, and what to keep in human hands.
A useful first step
Build an AI task briefA browser tool for defining the task, boundaries, and checks. No AI runs here.
Meaning, attention, spirituality, and everyday life. Questions to explore without turning yourself into a project.
A useful first step
Make room in your weekA small reset for what matters, what can wait, and one manageable next action.
Tournament poker, decisions behind the hands, and resources for learning the game.
A useful first step
Prepare for your first tournamentKnow what to bring, what happens on arrival, and which venue rules to check.
Writing, design, and visual storytelling, with attention to the person on the other side.
A useful first step
Plan a small creative pieceA blank brief for the reader, idea, material, and finish line.
My interests also include food, travel, and learning something unfamiliar. This is a selected introduction, not an attempt to put my whole life online.