Rapid Prototyping and Learning

I use interactions with my preferred LLMs to gauge and refine my understanding of key concepts and emerging trends using the Socratic method.

ChatGPT

General Q&A

Claude

Technical/Code

Gemini

HTML/CSS/JS

Note-Taking

I use LLMs to power a rapid-reading and note-taking workflow that generates FAQs, glossaries, and how-to guides—feeding into personal or enterprise knowledge graphs.

Workflow: RDF-Turtle (Draft) JSON-LD (Storage)

Mentoring

I accelerate hands-on learning by sharing artifacts that learners can peel back to foundational concepts, engaging in their own style and at their own pace.

Key Principle

Harnessing the untapped power of hyperlinks for message clarity and entity naming.

Product QA and Demonstrations

LLM-powered tooling streamlines internal testing and dogfooding, often culminating in detailed bug reports and screencast-driven demos that double as educational content.

Input

Internal Testing & Dogfooding

Output

Bug Reports & Screencast Demos

Brainstorming

LLMs lie at the core of most of my article writing. What starts as brainstorming typically evolves into publishable material.

Serendipitous Output

Articles are rarely the initial goal—they’re usually the happy result of a supercharged thinking session.