Haystack
Security Scanner
End-to-end NLP framework by deepset. Pipeline and agent analysis support.
What Inkog Detects in Haystack
Haystack-specific vulnerability patterns that traditional security tools miss.
Infinite Loop Detection
CRITICALHaystack 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 Haystack workflows create injection vulnerabilities.
Token Bombing
HIGHUnbounded loops in Haystack agents accumulate LLM API costs that can reach thousands of dollars.
Missing Human Oversight
HIGHHigh-risk tool calls in Haystack agents without human approval gates violate EU AI Act Article 14.
Haystack Analysis Features
- Pipeline cycle detection
- Agent loop analysis
- Component validation
- Memory pattern checks
Get Started
Scan your Haystack application in seconds.
Run the scanner
inkog scan ./my-haystack-appReview findings
Inkog traces data flow through your Haystack 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.
Haystack 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
Scan Your Haystack Application
Free for developers. Results in 60 seconds.