June 25, 2026

Analytics query and notebook UX overhaul

3 improved 1 fixed

A full web chat interface for project runtimes lands this week, alongside capability management and rich tool-call rendering.

Improvements

Analytics query and notebook UX overhaul. The analytics query and notebook pages now include empty states, a stats summary strip, loading skeletons, inline error banners, schema column insertion, and example query chips. (dreadnode/dreadnode-tiger#1766)
Web-security agent project memory. The web-security agent now persists reconnaissance findings, gadgets, leads, defense bypasses, and discoveries across sessions using structured project memory. (dreadnode/capabilities#60)
Hide revealed media in tool results. Revealed images in tool results and logged outputs can now be re-hidden — clicking Hide removes the image from view and frees the decoded blob from memory. (dreadnode/dreadnode-tiger#1781)

AIRT project overview crash on non-finite values. The AIRT project overview no longer returns a 500 error for projects with a stale running assessment that produced NaN or Infinity values in its snapshot. (dreadnode/dreadnode-tiger#1776)