Lisa Autonomous Product Loop FAQs

Question 1

Does Lisa require human confirmation to make changes?

Accepted Answer

No, Lisa is designed to be fully autonomous. It makes decisions, executes code changes, and handles deployments based on its best judgment and the project's research findings without asking for user input.

Question 2

What is the purpose of the MASTER_PLAN.md file?

Accepted Answer

The MASTER_PLAN.md file is Lisa's single source of truth. It tracks the current development phase, research findings, sprint tasks, and the project backlog to ensure continuity across sessions.

Question 3

Can Lisa handle deployments?

Accepted Answer

Yes, in the SHIP phase, Lisa utilizes available MCP tools like Vercel or Supabase, as well as local deployment scripts, to push completed work to production environments.

Question 4

What is the Lisa Loop?

Accepted Answer

The Lisa Loop is a four-phase autonomous cycle consisting of DIALOG (Research), PLAN (Strategy), BUILD (Coding), and SHIP (Deployment) that allows Claude to develop software independently.

Question 5

How does Lisa conduct user research?

Accepted Answer

Lisa uses the Dialog plugin to launch qualitative research studies, poll for results, and analyze participant feedback to update the project's roadmap and hypotheses.

Lisa Autonomous Product Loop

Key Features

Use Cases

Lisa Autonomous Product Loop

Key Features

Use Cases