LangChain
Security Scanner
The most popular framework for building LLM applications. Full support for AgentExecutor, LLMChain, and all agent types.
What Inkog Detects in LangChain
LangChain-specific vulnerability patterns that traditional security tools miss.
Infinite Loop Detection
CRITICALLangChain agents without iteration bounds can run indefinitely, consuming API tokens until limits are hit.
Prompt Injection Paths
CRITICALUser inputs flowing to LLM prompts without sanitization in LangChain workflows create injection vulnerabilities.
Token Bombing
HIGHUnbounded loops in LangChain agents accumulate LLM API costs that can reach thousands of dollars.
Missing Human Oversight
HIGHHigh-risk tool calls in LangChain agents without human approval gates violate EU AI Act Article 14.
LangChain Analysis Features
- AgentExecutor loop detection
- LLMChain analysis
- Tool usage tracking
- Memory overflow detection
Get Started
Scan your LangChain application in seconds.
Run the scanner
inkog scan ./my-langchain-appReview findings
Inkog traces data flow through your LangChain code and reports vulnerabilities with severity levels and line numbers.
Fix and verify
Apply the suggested fixes based on severity and re-scan to verify.
LangChain Compliance Reports
Automated mapping to global AI governance frameworks.
EU AI Act
Article 14, 15, 12
NIST AI RMF
MAP/MEASURE/MANAGE
OWASP LLM
Top 10 Coverage
ISO 42001
AI Management
Related Integrations
Scan Your LangChain Application
Free for developers. Results in 60 seconds.