What AI does
- Sorts a task into a category
- Writes questions about unclear parts
- Splits a task into steps
- Writes encouragement messages
How we work
What AI does and what you decide
What you decide
- The answers to the questions
- Whether to use the suggested steps
- Marking steps as done
AI produces suggestions. It does not complete or delete tasks on its own.
Checking AI output
- Each AI response is checked against a fixed format.
- If it does not match, it is generated again.
- If an AI feature fails, the credit used is returned.
Data handling
- Only the task text is sent to the AI feature. Member identifiers are not sent.
- Tasks you enter are not used to train AI.
- Personal data of service users is handled under the LittleTask privacy policy.
How we build
- The web app is built with Next.js and TypeScript, the mobile app with Expo, the server with Java and Spring Boot, and the AI features with Python.
- We use Claude Code to write and review code, tests, and operations scripts.
- A person reviews each change before it is applied.
Our plan for Claude
We plan to move LittleTask's AI features to the Claude API, starting with clarifying questions and task breakdown.
Replies to inquiries
We aim to reply to email inquiries within 3 business days.