Real Impact. Real Numbers.

We've analyzed 45 major open source projects with our AI-powered security platform, uncovering critical vulnerabilities that traditional SAST tools completely missed. From SQL injections to race conditions, authentication bypasses to timing attacks - our semantic analysis delivers results that matter.

4 out of 5 public repositories have critical vulnerabilities
225
Security Vulnerabilities
Found across projects
45
Open Source Projects
Analyzed & secured
90.24%
Acceptance Rate
Verified by maintainers
37
Accepted Findings
Out of 41 reviewed
January 2026
12 min read
Faizan
Cloudreve Security Assessment
Cloudreve Timing Attack Information DisclosureAuthenticationRace Condition
8 security vulnerabilities were identified across the platform, including a high-severity timing attack in HMAC signature validation. Other issues included plaintext database credentials appearing in logs, errors in lock token validation logic, insufficient salt entropy in password hashing, race conditions during node pool initialization, WOPI-related error information disclosure, and missing rate limiting on authentication endpoints. Five of these issues have since been remediated and merged into release 4.11.0.
View Full Assessment
January 2026
14 min read
Faizan
Phase Security Assessment
Phase Authorization BypassIDOR Credential Theft Type Confusion
Identified 9 security vulnerabilities including critical authorization flaws from double-negative logic errors bypassing permission checks, type errors in authorization function calls, missing IDOR checks on credential retrieval and lease operations, insecure token transmission in GitLab OAuth adapter, and cross-organization payment method deletion. All 9 reported items were remediated across multiple PRs (#722-731).
View Full Assessment
January 2026
12 min read
Faizan
Agenta Security Assessment
Agenta Code ExecutionAgentaSSRFAuthorization BypassRestrictedPython Bypass
Identified 8 security vulnerabilities including 4 critical code execution flaws in the RestrictedPython sandbox implementation allowing arbitrary system command execution, 2 SSRF vulnerabilities in testset import and webhook evaluator endpoints, and authorization logic bugs enabling unauthorized modification of testsets. All 9 reported items were remediated and merged into release v0.77.1.
View Full Assessment
January 2026
4 min read
Faizan
vLLM Security Assessment
vLLM Remote Code Execution Deserialization Model Security
Identified 1 critical vulnerability involving unsafe torch.load() calls without weights_only verification in the tensorizer module, potentially allowing arbitrary code execution through malicious checkpoint files. Fix was remediated and merged into PR #32045.
View Full Assessment
January 2026
5 min read
Faizan
Qdrant Security Assessment
Qdrant Memory SafetyBuffer OverflowUnsafe Code
Identified 1 vulnerability involving unsafe memory access without complete bounds validation in the CSR loader, where get_unchecked() operations could lead to out-of-bounds memory reads from maliciously crafted CSR files. Fix was confirmed and merged into PR #7884 within 24 hours of disclosure.
View Full Assessment
January 2026
4 min read
Faizan
Weaviate Security Assessment
Weaviate Credential InjectionSSRFAWS Security
Identified 2 security vulnerabilities including unsafe AWS credential handling in the S3 backup module allowing attackers to inject credentials via HTTP headers to redirect backups to attacker-controlled buckets, and an SSRF vulnerability via unvalidated header-based URL override in the Anthropic module. Both issues confirmed and tracked in GitHub issue #10146 for resolution.
View Full Assessment
December 2025
9 min read
Faizan
Langfuse Security Assessment
Langfuse SSRF Cleartext StorageInput Validation Bypass
Identified 4 security vulnerabilities including an SSRF vulnerability in the PostHog integration allowing requests to internal services and cloud metadata endpoints, cleartext storage of S3 credentials in the database, and missing server-side validation for data retention and member count limits (accepted as low-impact risks). Fixes merged in PRs #11311 and #11395.
View Full Assessment
December 2025
12 min read
Kolega.dev Team
NocoDB Security Assessment
NocoDBSQL InjectionSSRFAuthentication Bypass
Identified 5 security vulnerabilities including 1 critical SQL injection in Oracle client, 2 high-severity SSRF issues in attachment uploads, WebSocket authentication bypass, and information disclosure. Delivered comprehensive fixes with tested pull requests, fixes have been implemented by NocoDB on their own internal private branches.
View Full Assessment

Simple 3 click setup.

Deploy Kolega.dev.

Find and fix your technical debt.