v0.2.25 v0.2.0
low risk
LadybirdBrowser/ladybirdSep 23, 2026 → Sep 24, 20262 days between releases
What's New
Older release adds AI scoring and exploit recipes; newer release adds cross-platform builds, Windows MSI service, and local web panel.
New Features
- Darwin (CGO) and Windows (NPCAP_SDK) build targets.
- Windows service installation via MSI.
- Local web panel for managing the application.
Improvements
- General security tool updates.
- Fixed CI to ship gobee bindings to release build jobs.
Bug Fixes
- Fixed CI to ship gobee bindings to release build jobs.
Upgrade Notes
Note: The provided release notes are for two different projects (Pentest Swarm AI and gecit), so there is no direct upgrade path between them.
The Two Releases
v0.2.25
v0.2.25
Sep 23, 2026· 29 days ago
This update focuses on adaptive scoring capabilities, adding a live view for the adaptive scoreboard and introducing new exploit recipes for NoSQL injection and deserialization.
Full release notesv0.2.0
v0.2.0
Sep 24, 2026· 27 days ago
Introduces cross-platform build targets for Darwin and Windows, adds Windows service installation via MSI, and a local web panel for management.
Full release notes