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VVDex

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Test any AI, prove the result

VVDex connects to any model or AI app, puts it through Forge exams or your own tests, and seals every run in a signed receipt. Pick where you want to start.

Web appConnect a model, compare answers and run your first Forge exam. REST APIEvery feature over JSON with an API key. Python SDK and CLIA client library and the vvdex command. GitHub ActionFail a pull request when a model drops below your bar. MCP serverGive an MCP client tools to list models and run tests. API schemaThe OpenAPI schema of every public endpoint, generated from the server. Load it into any OpenAPI tool.

How the proof works

Forge examsReal tasks in a sealed sandbox, graded by hidden tests; how an exam is certified. What we testedThe agents and models we already tested, with sealed reports. ReceiptsWhat a receipt contains and how to verify one, online or offline.

Words used everywhere

Workspace: Everything you make belongs to a workspace: connections, datasets, runs, keys. Nobody outside it can see them unless you share a link.
Connection: How VVDex reaches a model: a provider and your key, an OpenAI-compatible address, or an HTTP app. Keys are encrypted and never shown again.
Model reference: {"connection_id": "…", "model": "…"} in the API, CONNECTION:MODEL in the CLI.
Run: One evaluation: a source (a Forge exam or your dataset), one or more models, and for a dataset its graders and optional repeats.
Receipt: The signed record of a run. Anyone can check it at /check-receipt.
API key: Starts with vvx_. Create one in the web app under Settings → API keys; it is shown once.