PydanticAI
Security Scanner
Type-safe AI agents with Pydantic validation. Built for production reliability with structured outputs.
What Inkog Detects in PydanticAI
PydanticAI-specific vulnerability patterns that traditional security tools miss.
Infinite Loop Detection
CRITICALPydanticAI 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 PydanticAI workflows create injection vulnerabilities.
Token Bombing
HIGHUnbounded loops in PydanticAI agents accumulate LLM API costs that can reach thousands of dollars.
Missing Human Oversight
HIGHHigh-risk tool calls in PydanticAI agents without human approval gates violate EU AI Act Article 14.
PydanticAI Analysis Features
- Agent loop detection
- Tool validation
- System prompt analysis
- Structured output checks
Get Started
Scan your PydanticAI application in seconds.
Run the scanner
inkog scan ./my-pydantic-ai-appReview findings
Inkog traces data flow through your PydanticAI 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.
PydanticAI 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 PydanticAI Application
Free for developers. Results in 60 seconds.