# Release notes — July 6, 2026

> Data-driven testing built in, enterprise collaboration and access control with workspaces, SSO, and fine-grained roles, plus a smarter AI foundation that learns from your API.

Source: https://totalshiftleft.ai/help-center/release-notes/2026-07-06


## Summary

**Build 20260706.1.** A major release focused on data-driven testing, enterprise collaboration and access control, and a smarter AI foundation. You can now run any test or workflow across entire datasets, manage teams with workspaces, SSO, and fine-grained roles, and benefit from a test-generation engine that learns from your API and produces more coherent, business-aware tests.

## Improvements

- **Data-driven testing, built in**: run any test or workflow across an entire dataset — one test now executes across N rows automatically. Manage reusable data sources with the new Dataset Manager and inline data grid.
- **Datasets in Project Settings**: create, edit, version, and import/export datasets directly from Project Settings → Data, with support for CSV, Excel, JSON, XML, YAML, databases, APIs, and scripts.
- **Smarter data-aware generation**: test generation now uses all the rows you upload instead of just the first, and automatically produces data-driven iterations — including negative variants from INVALID_* columns.
- **Dynamic value tokens**: a greatly expanded library of dynamic tokens (dates, UUIDs, random values, and more) that resolve inside data-table cells and anywhere values are used.
- **Workspaces and per-project roles**: organize projects under workspaces and assign members granular, per-project roles for cleaner team access.
- **Enterprise single sign-on**: SSO via OIDC, SAML, and Microsoft Entra, with just-in-time user provisioning and group-to-role mapping.
- **Group-based access, API keys, and webhooks**: manage access by group, issue scoped platform API keys, and deliver outbound webhooks with retry and redelivery.
- **External secret managers**: pull credentials from external secret-manager integrations instead of storing them inline.
- **Comments and collaboration**: leave comments directly on tests and endpoints to coordinate with your team.
- **Fine-grained permission enforcement**: custom roles are now consistently enforced across the platform.
- **AI Learning Intelligence**: the platform now learns from your API's real behavior to generate more accurate expected results, with continuous curation and quality evaluation behind the scenes.
- **Fix-with-AI and self-healing**: get AI-suggested fixes for failing tests, with optional self-healing — proposals only, so product bugs are never silently "fixed" away.
- **More coherent test generation**: an overhauled coverage engine produces behavioral, business-logic-aware tests instead of shallow, repetitive ones — with broader protocol coverage for GraphQL and SOAP.
- **Test Workbench**: a new split-view surface to edit, run, and see results side by side — and pop any test out into its own window.
- **Request assertions**: assert on the outgoing request itself, guarded behind an opt-in toggle.
- **Faster reports**: removed redundant per-test data fetching for noticeably quicker high-level and detailed reports.

## Fixes

- **Postman import**: multi-test Postman collections now import correctly.
- **Desktop app stability on Windows**: resolved a startup crash in the compiled local runner related to secure credential storage.
- **Licensing**: fixed a false license-revocation edge case and hardened license handling.
- **Environments**: a newly set default environment now applies to runs immediately.
- **Test execution**: corrected path-parameter substitution and made status assertions more flexible for HTTP-semantics tests.
- **Reporting**: per-test data-driven reports are now correctly scoped to that test's own iterations.
- **Broad stability pass**: resolved 30+ additional confirmed issues across mock caching, auth profiles, the activity feed, modals, RBAC gating, AI settings, and more.

## Known issues

- None reported at this time.

## Related links

- [Browse all release notes](/release-notes)
- [Help Center](/help-center)
- [Product documentation](/help-center/product-documentation)