Roadmap

What’s shipping, in order

Goal: signup to a downloaded dump in under 10 minutes, then come back next week without touching a cluster. This list moves when priorities do.

Shipped

Cloudflare re-platform
Shipped

Workers, D1, R2, Queues, Pages — serverless by default.
Accounts & auth
Shipped

Email/password signup and login with JWT sessions.
Projects, files & jobs UI
Shipped

The core project → edit → run → download loop.
Free tier + starter CPU-hours
Shipped

0.5 CPU-hour seed after email verify; overage $0.25/vCPU-hour.
Stripe billing (Basic & Pro)
Shipped

Monthly/yearly plans and CPU-hour credits.
Production LAMMPS runner
Shipped

Every job runs genuine LAMMPS in a Cloudflare container.
Job sizes 1 / 2 / 4 cores
Shipped

Pick cores per job. Free stays on 1; paid can use 2 or 4 (Cloudflare max is 4 cores / 12 GB). Credits burn per core.
Authenticated MCP server
Shipped

Personal access tokens + remote MCP. Agents (Hermes, Claude, Cursor) can create projects, write inputs, submit jobs, and read logs.

First-job tutorial
Planned

A canonical 'first job in 10 minutes' guide, linked from the marketing site and app empty states.
Output previews
Planned

Inline preview for common output file types — logs, images, and movies right in the job view.
Multi-file projects
Planned

Polish for workflows that span data files, force fields, and include files.
Job observability
Planned

A founder dashboard for job-failure reasons — so we fix the platform before you have to.

Restart-file workflows

Pick up a job from a checkpoint instead of starting over.
Course & lab packaging

Instructor guides and isolated short jobs for teaching MD.
Team & org accounts

Pooled credits and shared projects for labs and small teams.
Collaboration

Read-only project sharing with collaborators.

If you need something on this list, tell us.