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Case Study

Whetstone

AI-powered prompt engineering workspace

Refine prompt Claude 92 Whetstone v2.1

Whetstone came to Kleta with a clear vision: build the definitive workspace for prompt engineering. Teams were drowning in scattered prompt docs, losing track of what worked, and wasting hours on manual iteration.

We designed and shipped a complete platform — from AI-powered refinement to folder-based organization — in eight focused weeks. The result is a tool that turns rough ideas into precision prompts, across Claude, GPT, and Gemini, with a dark-first interface built for people who live in code editors.

What we delivered

Four systems, one coherent product.

01

Multi-model refinement engine

AI-powered prompt optimization across Claude, GPT, and Gemini. Brain dump a rough idea, answer a few questions, get a precision prompt. The engine stress-tests and sharpens — not just rewrites.

02

Premium dark interface

A bold, typographic design system built for focus. Every pixel tuned for long prompt-writing sessions with zero visual fatigue. Dark-first because prompt engineers live in terminals.

03

Prompt management system

Folders, tags, and instant search. Organize hundreds of prompts with a system that scales from solo users to engineering teams. Never lose a working prompt again.

04

Collaboration & reuse

Copy, reuse, and iterate on your best prompts instantly. Shared workspaces with version history so teams can build on each other’s best work.

Measurable impact.

Better outputs
10×
Faster iteration
Reusable prompts
The approach

Start with the loop.
Build from there.

We started with the core loop: write a rough prompt, refine it with AI, save it for reuse. Everything else grew from that single interaction.

The refinement engine queries multiple models to stress-test and sharpen prompts — not just rewrite them. We built a three-step flow: Brain Dump your rough idea, Smart Refine with guided questions, then arrive at a Gold Standard prompt.

The interface was designed dark-first because prompt engineers live in terminals and code editors. We matched that energy with a system that feels native to their workflow — fast, keyboard-friendly, and visually quiet.

1 Brain Dump Type your rough idea — no perfect wording needed 2 Smart Refine Answer a few questions, AI optimizes across models 3 Gold Standard Get a precision prompt, ready to deploy
Built with
Next.jsReactTypeScript Node.jsPythonOpenAI API Anthropic ClaudeGoogle Gemini PostgreSQLSupabaseStripeVercel

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