OpenAI Agents SDK Pre-Flight Check

OpenAI Agents SDK Agent Readiness

The pre-flight check for OpenAI Agents SDK applications. Detects agent runner loops, swarm delegation patterns, and tool call validation issues.

Common OpenAI Agents SDK Logic Flaws

Patterns that static analysis tools like linters don't catch.

Agent Runner Loops

Runner.run() without max_turns can execute indefinitely

Swarm Delegation

Agent handoffs creating circular delegation between agents

Tool Validation

Function tools without input validation executing with LLM-generated args

Detection Patterns

OpenAI Agents SDK-specific detection patterns with code examples.

Unbounded Agent Runner

CRITICAL

Runner.run() without max_turns limit.

Vulnerable
python
from agents import Agent, Runner

agent = Agent(
    name="assistant",
    instructions="Help the user",
    tools=[search_tool, code_tool],
)

# No max_turns - runs until completion or error
result = await Runner.run(agent, "Research this topic")
Secure
python
from agents import Agent, Runner

agent = Agent(
    name="assistant",
    instructions="Help the user",
    tools=[search_tool, code_tool],
)

# Bounded execution
result = await Runner.run(
    agent,
    "Research this topic",
    max_turns=10
)

Getting Started

Run Inkog against your OpenAI Agents SDK codebase.

1

Run the scanner

bash
npx -y @inkog-io/cli scan ./my-openai-agents-app
2

Review findings

Inkog traces data flow through your OpenAI Agents SDK code and reports issues with severity levels and line numbers.

3

Address issues

Apply the suggested fixes based on severity and re-scan to verify.

OpenAI Agents SDK 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

OpenAI Agents SDK Readiness FAQ

Does Inkog support OpenAI Agents SDK?

Yes. Inkog detects agent runner loops, swarm delegation patterns, and tool validation issues in OpenAI Agents SDK applications.

How does Inkog handle agent handoffs?

Inkog traces handoff patterns between agents and detects circular delegation where Agent A hands off to Agent B which hands back to Agent A.

Scan Your OpenAI Agents SDK Application

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