Real pilots. Honest results. Practical AI you can use.
Welcome to Dr. Duffy Labs. I'm Kevin Duffy, DBA, an educator exploring what AI and other tools can actually do for work and small businesses.
Follow my experiments: the question, the tools, the build, the time and costs, what worked, what failed, and what comes next. Some pilots explore income opportunities; results are never guaranteed.
Inside: my evolving tech stack, CONTEXT principles, recorded walkthroughs, video reflections, experiment logs, and useful findings. Suggest an experiment, compare approaches, or try a workflow yourself.
Updates arrive as experiments progress. Watch and participate at your own pace—no scheduled live webinars or fixed release calendar.
Start with the pinned Welcome post and the Classroom. Join free, bring your curiosity, and help shape what we test next.
Independent educational experiments; no employer or university sponsorship is implied.