Developers

Start with a dataset. Integrate at your own pace.

Use structured exports in your existing evaluation workflow. API development and self-hosted tooling are separate from the dataset purchase.

Use the packaged export

The 500-case proof package contains JSONL, original provenance, historical grades, a manifest, and an internal-use license. Keep reference answers out of model prompts and review the grading rules before interpreting results.

Run a public sample →

Work with the development API

The repository includes bounded verification and evaluation APIs with operator-issued credentials. Managed API onboarding is not a public self-service product.

Keep API credentials server-side. Dataset checkout does not include hosted Runtime access.

Development workflow

POST /v1/projects
POST /v1/proof-evals
POST /v1/evals
GET  /v1/reports/:id
GET  /v1/failures
POST /v1/evals/:id/remediation

Availability depends on the deployed environment, configured sources, and supported claim types. The repository quickstart documents authentication, idempotency, and current bounds.