You are in. Here you are. The context window is currently empty. If you don’t know what that means, you might want to pop down to the token lesson first. Or read the terms, if that is your style. Or just choose a feature below. Your choice. I neither judge nor endorse. Out loud.

Where would you like to start?

Context Hitch is built around the idea that humans who understand more about how AI operates tend to make fewer mistakes using it in their professional lives.

Start Here
Learn

What Is a Token?

The prerequisite for everything else. A short lesson on tokens, how models actually process text, and why it costs money whether you see it or not.

Learn

The Seven Sins

The seven ways professionals get burned by AI. Learn them before they find you.

Interactive Tools
Tool

Side-by-Side Comparison

One prompt. Claude and Gemini. Simultaneously. Token counts, estimated costs, and response times for each.

Tool

Prompt Laboratory

Write a prompt, run it, see the result. Then improve it and run it again. The comparison is the lesson.

Tool

RAG Document Workbench

See how AI actually retrieves from a document. Chunks, cosine scores, costs, and synthesis — all visible, while it happens. The machinery is the lesson.

Tool

Context Window Visualizer

Watch the context window fill in real time. See exactly what the model sees — and what falls out when the window is full.

Case Files
Demo

The Confident Liar

12 case citations. 6 are real. 6 were invented by an AI. Can you tell the difference before they reach the judge?

Demo

The Leaky Prompt

What actually happens when client information gets pasted into a public model? Explore four providers, twelve data paths, and what the terms of service actually say.

Demo

The Middleman

A professional. A desk. A machine that never said no. Watch what happens when the judgment disappears but the answers keep coming.