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May 14, 2026

Free-text search in evaluation trajectories

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Free-text search in evaluation trajectories

4 new 6 improved 12 fixed

Free-text search lands in hosted evaluation trajectories this week, alongside session rewind, cross-org capability share links, and sandbox dependency auto-install.

New

  • Free-text search in evaluation trajectories. Matches are highlighted inline in hosted evaluation trajectories and tool calls auto-expand when their content matches the search term.
  • Session rewind. Roll back a conversation to any prior user message via /rewind or double-Esc in the TUI — the full session history is preserved.
  • Cross-org capability share links. Capability hub links now work across orgs — recipients are automatically redirected to the right page regardless of their org slug.
  • Sandbox dependency auto-install. Sandbox runtimes can now automatically install Python packages and system dependencies declared in capability manifests at load time.

Improvements

  • AIRT auto-discovery with updated capability counts. The AIRT CLI now auto-discovers attacks, transforms, and scorers at runtime (61 attacks, 547 transforms, 141 scorers), and capability counts in the hub accurately reflect these results.
  • Simplified AIRT workspace layout. The AI red-teaming capability uses a cleaner ~/.dreadnode/airt/[org]/[workspace]/ workspace structure with improved error messages and input validation.
  • Settings sidebar grouped into Personal vs Organization. Secrets and Chat Models are now clearly labeled as Personal, separate from Organization settings.
  • AIRT assessments Details glossary consolidated. The Details section now shows a single glossary popover at the section header instead of three separate per-cell tooltips.
  • Optimization job sidebar shows author email. The optimization job sidebar now displays the author’s email instead of a raw user UUID, consistent with Evaluation and Training job lists.
  • Task name copy button. A copy-to-clipboard button next to the task name in the environment detail drawer makes it easier to grab long task names for CLI commands or evaluation setup.

Fixes

  • AIRT CLI runs now appear in the platform UI. Assessment creation was silently succeeding without connecting to the platform; AIRT CLI runs now correctly appear in the UI and analytics.
  • ModuleNotFoundError in UV tool and managed Python environments resolved. AI red-teaming workflows no longer fail with ModuleNotFoundError: No module named dreadnode in UV tool, container, and managed Python environments.
  • TUI tool output and XMLModel serialization fixed. TUI tool output no longer gets clipped after completion, and XMLModel serialization no longer crashes on NUL bytes or ANSI escape sequences.
  • ASR values display consistently as percentages. Attack Success Rate values now render as percentages across all AIRT views — no more mixed decimal/percentage formatting.
  • All 15 AIRT goal categories now surfaced. The AI red-teaming agent now offers all 15 goal categories (including reasoning_exploitation, supply_chain, and resource_exhaustion) instead of only 9.
  • Trace copy button restored on Safari. The trace copy button (rich and log views) now works correctly on Safari after breaking in v2.0.20.
  • AIRT report generation no longer floods UI with toasts. Generating a report no longer triggers an infinite loop of ‘Report build failed’ toasts that locked the UI.
  • Onboarding username now names the default workspace. Your chosen username during onboarding correctly names your default workspace instead of an autogenerated placeholder.
  • Deep links to evaluation samples no longer show ‘sample not found’. Navigating directly to a specific evaluation sample via deep link now loads correctly.
  • projects command in TUI scoped to current workspace. The projects TUI command now loads projects for the active workspace only.
  • ProcessJudge no longer crashes on rubrics mentioning .yaml. Plaintext rubrics that reference a .yaml filename no longer trigger OSError: File name too long.
  • Docs code blocks render -- flags with correct spacing. Geist Mono ligatures are disabled in docs code blocks, so dn --capability no longer renders as dn--capability.