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Experiments

Where ideas get tested. Each experiment starts with a real problem — some graduate to full projects, others surface lessons worth keeping.

Prompt Diff

Compare two prompt versions side-by-side with structured output diffing. See exactly what changed in your results when you tweak a prompt.

WIP

On the Roadmap

Workflow Mapper

Map out manual workflows visually before deciding what to automate. Drag-and-drop steps, estimate time per stage, and spot the bottlenecks.

Idea

Token Counter

Paste any text and instantly see token counts across GPT-4, Claude, and Gemini — with cost estimates per model. Useful for budgeting API calls.

Idea