Work with AI assistance inside an editor built around your codebase.
Coding & Development
⌘ THE TASK TOOLKIT
Coding & Development
Explore a codebase, prototype and review changes.
Bring code assistance into supported editors and GitHub workflows.
Coding & Development
Develop interface and application ideas through a conversational workflow.
Coding & Development
Build a web application draft by describing the experience you need.
Coding & Development
Coordinate coding agents and review their work in a desktop development workspace.
Coding & Development
Describe an app and develop it in a workspace with building and publishing tools.
Coding & Development
Turn a conversational brief into a website, application or interactive prototype.
Coding & Development
Bring AI review into pull requests and the process of assessing code changes.
Coding & Development
Use an open-source coding agent to inspect projects, edit files and run developer commands.
Coding & Development
BUILD AROUND A REAL TASK
All toolkits →Two tasks to take further.
Coding & DevelopmentTurn a legacy bug report into a reproducible case
Convert a legacy bug report into a minimal, repeatable example before proposing a code change. Capture the environment, input, expected behavior, and observed failure. Then make the smallest justified correction and rerun the same case, preserving evidence that the original issue was reproduced and addressed.
CursorGitHub CopilotCline
Build this toolkit →Coding & DevelopmentBuild a small CSV import acceptance pack
Turn an import specification into a set of CSV fixtures with expected outcomes. Cover the formatting and data cases relevant to the contract, including quoted fields, identifiers, and rejected rows. Use the pack to expose ambiguous requirements before changing the importer or accepting implementation code.
CursorCodeRabbitReplit
Build this toolkit →PUT IT INTO PRACTICE
From an idea to an outcome.
Coding & DevelopmentTHE PRACTICAL GUIDE
How to choose AI tools for an interface prototype
A reviewable prototype with documented assumptions and working states.
Read the guide →01
Coding & Development
↗From an interface idea to review
v0 → Cursor
Before you commit
- Use a small sample of your actual work.
- Define a useful output before you start.
- Check current terms, access and data settings.
- Count the manual edits needed to make it usable.
A LITTLE LESS SEARCHING. A LOT MORE DOING.
Explore the directory Your next useful tool is here.
Start with the task. Explore the options. Make something good.