Roadmap

What's Next

ROADMAP — directional, not committed dates

Where We're Headed

Three directions we are actively investing in. Order indicates rough priority, not a sequenced timeline — several of these will land in parallel.

01

Notebook Export

Lineage → Jupyter

Render any saved lineage as a runnable Jupyter notebook for handoff to collaborators or archival in a lab's existing workflow.

02

Team Workspaces

Shared lineages across a lab

Move from a single-user tool to a shared workspace: lineages, skills, and annotated runs that a whole lab can read, comment on, and fork.

03

Benchmarks

Open evals for agent quality

Public benchmarks measuring agent analysis quality on real scRNA-seq tasks, so progress is visible and improvements are accountable.