Sandboxed execution
Every project runs in an isolated workspace with its own tools and data.
Latent plans, runs, and documents scientific analysis inside secure sandboxes—connected to your data and built to resume exactly where the work stopped.
I'll validate the single-cell counts, contrast both groups, and return a reviewable gene ranking.
python differential_expression.py --contrast G12C WTTop response genes · image/png

One continuous workspace
The agent's work stays close to the conversation: tool activity expands inline, outputs become real artifacts, and paused environments can be restored without starting over.
Every project runs in an isolated workspace with its own tools and data.
Bring in versioned records, datasets, and new sources through one connector seam.
Reports, figures, tables, and source files stay attached to the work that made them.
Tenant boundaries, role-aware access, and resumable state are built into the platform.