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The workbench

AI Developer Tools

Turn a task into a practical workflow you can take back to your editor.

Featured / Workflow finder

AI Coding Workflow Finder and Recipes

Browse five recipes, or answer a few questions to find a starting point. Each includes steps, prompts, guardrails, and an expected output.

Find your workflow

Free to use. No account or API key required. Copy the recipe and adapt it to your project.

Explore the instruments

A little less trial and error.

Choose a model

Choose a model01

Model Picker

Match a model to your task, constraints, and working style.

You getA shortlist with reasons and tradeoffs

Open tool

Choose a model03

Model Compare

Compare context capacity and prepare a developer review checklist.

You getA context fit comparison and checklist

Open tool

Plan the work

Plan the work04

Cost Calculator

Estimate API spending for your token usage and task frequency.

You getA copyable monthly cost estimate

Open tool

Plan the work05

Model Mixer

Assign models to workflow steps and compare cost assumptions.

You getA model plan for each step

Open tool

Practice & configure

Practice & configure07

Scenario Lab

Explore coding examples, workflow choices, and cost assumptions.

You getA task takeaway to try in your project

Open tool

Practice & configure08

Failure Gallery

Practice spotting bugs in AI output and learn how to prevent them.

You getA reusable prevention checklist

Open tool

Practice & configure09

Config Generator

Turn project conventions into a ready-to-edit agent instruction file.

You getAGENTS.md, CLAUDE.md, or a Cursor rule

Open tool

Explore the guides behind the workflows