Use cases / Write + researchWRITING + RESEARCH

Using an AI agent to write or researchwith files on your computer?

A manuscript, course, thesis or research folder contains the visible work. The local AI workspace can also store supported history, instructions and memory that help the agent understand how the work developed.

See how Calmbu works See the risk clearly

Codex + Claude Code Local files in use Supported local data only

Write + research

Local work

FILES ON YOUR COMPUTER

01Books, courses and long-form writing

02Study projects and research notes

03Theses, papers and data analysis

SUPPORTED LOCAL AI WORKSPACEHistory + memory + instructions

Calmbu recovery proofPassed

The files are the visible work.The local workspace stores history and setup.

01 / WHY IT MATTERS

One project. Four clear answers.

See what you are doing, what the agent can store locally, what could disappear and exactly what Calmbu protects.

01 / THE OUTCOME

What you are doing

You are developing a body of work over time, refining its structure, voice, evidence and unanswered questions with an agent.

02 / THE LOCAL WORKSPACE

What the agent stores locally

The local AI workspace can store supported sessions, instructions, memory, skills, feedback history and earlier decisions.

03 / THE RISK

What can disappear

The latest draft may survive while supported local history, instructions and memory are deleted, corrupted or left on another computer.

04 / THE PROTECTION

What Calmbu protects

Calmbu encrypts and recovery-tests the supported local AI workspace so that history and setup can be recovered.

02 / REAL-WORLD EXAMPLES

Different work. The same local risk.

Whatever the project, supported sessions, history, memory, instructions and setup can be stored locally on your computer.

01Books, courses and long-form writing

02Study projects and research notes

03Theses, papers and data analysis

04Podcasts, newsletters and content systems

03 / KEEP THE PROMISE PRECISE

Back up the manuscript or research files. Use Calmbu for the supported local AI workspace on your computer.

Calmbu protects supported local AI workspace data stored on your computer. It does not replace normal backup for your original files, and it does not claim to protect cloud-only chats or provider-owned systems.

OTHER WAYS PEOPLE USE LOCAL AGENTSView every use case

Build + createBuilding an app, website or automation?Business + workRunning a business or side hustle with an agent?Money + adminWorking through tax, expenses or financial records?

PROTECT WHAT IS LOCAL

Keep your local AI workspace recoverable.

Create one verified recovery point before payment, or choose automatic protection for the supported agent data stored on your computer.

See how Calmbu works No admin access required