FixLoop 2.0 · GitLab Transcend · Path B
Security for the AI-native software era.
FixLoop does more than list vulnerabilities. It turns scanner evidence into an understandable attack path, explains the fraud or impersonation impact, generates a fix, and lets you re-scan to verify the path is closed.
01SCAN
02ATTACK PATH
03FRAUD IMPACT
04FIX
05VERIFY
START A SECURITY REVIEW
Scan a repository
GitHub · public repos
Source code is scanned by FixLoop; only masked finding context is sent to Gemini when configured.
WHY THIS IS DIFFERENT
Finding
Missing authorization
Attack path
Attacker → victim data → account action
Fraud impact
Impersonation / transaction abuse
Verification
Re-scan → path closed
ENGINE
Scanner + reasoning
Deterministic evidence first
IMPACT
Attack paths
Fraud and impersonation context
HARDEN
15 controls
Automated + explicit not-checked states
VERIFY
Re-scan loop
Fix → scan again → verify