About The Lone Tinkerer

The Lone Tinkerer is about practical AI: what works, what doesn’t, and what people keep pretending will work because the slide deck had gradients.

The point is simple: AI can be genuinely useful when it is attached to real workflows, clear expectations, and humans who still know what “done” means.

The bias here

Skeptical optimism. AI is not magic, not useless, and definitely not a strategy by itself. It is a toolset — sometimes an excellent one — that rewards people who can define the work, verify the output, and build guardrails around the weird parts.

What you’ll find here

• Practical AI use cases that survive contact with reality
• Plain-language explanations for teams and leadership
• Workflow and automation experiments
• Notes on agents, prompts, tools, failure modes, and bad assumptions
• Occasional snark, because the industry has earned it

What this is not

• Not vendor hype.
• Not “AI will replace everyone by Thursday.”
• Not prompt wizard cosplay.
• Not another recycled LinkedIn thread wearing a blazer.

If the work matters, the workflow matters. AI is just one more tool in the shop — powerful, sharp, occasionally haunted, and best used with both hands on the guardrail.