Space to experiment.
Work with coding agents inside Docker environments. Keep the tools and dependencies for each project together.
Explore containmentA workspace for AI-assisted science
Vibe boldly.
Verify
everything.
Let your ideas move fast. Keep your science accountable. Build, inspect, and verify scientific workflows in your browser, with AI agents at your side.
Your agents. Your environment. Your judgment.
An idea, made inspectable
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Start with a questionBring your data & ideasinputscodecontext
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Build in a containerGive your agent room to workDevelop. Run. Refine.
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Keep the human in the loopInspect the result
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Make the work traceableShare the evidence
Built for the way researchers work.
- Browser workspace
- Docker environments
- Human verification
01 / The workspace
Keep the whole
investigation in view.
Code, results, and the decisions between them belong together. Vaibify puts your workflow, figures, files, and agent terminals in one place.
Workflow
01 Prepare inputs
02 Run analysis
03 Inspect outputs
04 Review & share
Follow dependencies
from input to output.
from input to output.
Figures & filesInspect side by side
See what
the code did.
the code did.
Open figures, data, and files alongside the steps that produced them.
Agent terminal
A place to ask, build, and investigate.
Work with your preferred command-line coding agent.
A workflow you can follow.
Turn an analysis into explicit steps. Track dependencies and see which downstream outputs need attention when something changes.
Explore pipelinesReview stays with you.
Inspect outputs, define tests, and record your verification. Agent-generated code is a starting point for scrutiny.
Explore the dashboard02 / The approach
Good science needs
more than a
convincing answer.
AI can help you write the analysis. The responsibility to question it stays human.
Vaibify makes that responsibility part of the workflow: inspect the figures, test the outputs, track what changed, and preserve the evidence behind what you share.
Reproducing a result is one kind of evidence. Deciding whether the methods and conclusions hold up still takes scientific judgment.
Read the philosophy03 / Start investigating
Bring a question.
Build something inspectable.
The quick start walks you through your first workflow.
Go deeper with the guides, or explore the code.