PERSONAL AGENTIC RESEARCH LAB

A workspace built for
how research actually happens.

Read deeply. Keep the context. Work with an AI assistant.

For macOS, Windows, and Linux

Try now
Inside PEARL — read, test your understanding, write, and code in one project.

THE RESEARCH WORKFLOW

Keep the thread.
From reading to the next question.

01

Find

Bring the papers that matter into your research project.

02

Read

Work through the source with your library and assistant alongside it.

03

Organize

Keep papers, notes, and questions connected to the project.

04

Understand

Get grilled on a paper, one question at a time, and see what to reread.

05

Write

Draft the paper in LaTeX beside the PDF, by typing or by asking the assistant.

06

Build

Take the questions from your reading into code in the project’s repository.

07

Delegate

Hand a task to Claude Code, Codex or Gemini CLI in the agent window, and review each change.

RESEARCHER IN CONTROL

Build understanding you can explain.

Grill me asks about a paper one question at a time and waits for your answer before giving its own. The assistant helps you explore a question; the reasoning stays yours.

PEARL grilling the reader on Attention Is All You Need: question 3 of 10, with feedback on the first two answers

AGENTS, ON YOUR TERMS

Review every change
the agent makes.

The agent window runs your own Claude Code, Codex or Gemini CLI over the whole project, sandboxed to it. Choose whether it asks before each edit or command. Each file it touches is listed with its diff, so you keep what is right and undo the rest.

PEARL’s agent window showing the diff of sections/method.tex after Claude Code added a paragraph about the attention code, with Keep and Undo

WHERE WE’RE HEADED

One interface.
A connected research workflow.

PEARL starts with your research context: the papers you read, the notes you keep, and the questions you ask.

We’re building toward connected tools and agents that can assist across code, data, and experiments, carrying that context forward.

Your personal research lab.

Bring your papers, questions, and assistant into one workspace.

For macOS, Windows, and Linux