Get unstuck.
Bring a question about a model, tool, prompt, document task, or AI claim. I will explain what I know in plain language and tell you what remains uncertain.
AI Help
Use AI where it creates leverage. Keep judgment where it belongs.
I can answer a question, review a workflow, explain a tool, or help design a small test. You do not need to arrive with a project.
Find the real constraint.
Many AI problems are workflow, source, governance, or expectation problems. We can map what breaks before prescribing another tool.
Test before scaling.
Use a sanitized example to test one assumption, compare approaches, and decide whether a larger investment makes sense.
Good starting points
Problems that benefit from a second set of eyes.
Good fits
- Focused AI questions
- Tool or prompt confusion
- Document-heavy workflows
- Process handoffs and source control
- Small decision-support experiments
- People curious but skeptical about AI
Not good fits
- Urgent production support
- Large unpaid builds
- Sensitive data at first contact
- Guaranteed outcomes or response times
- Replacing qualified legal, medical, financial, or compliance judgment
Privacy first
Describe the problem before sharing the data.
Start with sanitized examples, redacted documents, or a plain description of the workflow. If sensitive material becomes necessary, we agree on boundaries first.
I do not publish examples without permission. Public lessons are opt-in and anonymized by default.
What to send
Four answers are enough to begin.
- What are you trying to do?
- What have you tried?
- What kind of help would be useful?
- What privacy boundaries apply?