Real Humans Verifyyour AI Decisions
Low confidence? Send to human engineers. JSON returned via API.
REST API
Structured JSON responses
$0.0067/sec human time
Content Moderation
User Input:
"This product is a total scam, they stole my money and refuse to refund. Avoid at all costs!!"
Sent to Human Engineer
Human Response (20 sec • $0.13)
Decision: approve
Reason: Language is critical but non-violent. Keep with warning.
Production Use Cases
Add human checkpoints at critical moments in your workflow.
CI/CD Integration
Pause risky deploys until a reviewer approves.
Code reviewSecurityBreaking changes
View docsAI Agent Fallback
Route low-confidence decisions to human review automatically.
ThresholdsRecoveryStructured output
View docsContent Moderation
Human review for sensitive content before it reaches users.
AccuracyBrand safetyQuality
View docsTwo Ways to Use CodeVF
Integrate human expertise via our CLI or a direct API.
Developer API for Automation
Integrate human expertise into CI/CD pipelines and automated workflows via REST API.
✓ REST API
Simple HTTP endpoints for task creation
✓ Official SDKs
JavaScript SDK and Python SDK for faster integration
✓ LangChain Tool
Plug CodeVF into LangChain workflows with a native tool
api-example.js
const response = await fetch(
'https://codevf.com/api/v1/tasks',
{
method: 'POST',
headers: {
'Authorization': `Bearer ${apiKey}`,
'Content-Type': 'application/json'
},
body: JSON.stringify({
prompt: 'Research prospect and draft personalized outreach email.',
maxCredits: 300,
projectId: 123
}))
}
);
Frequently Asked Questions
Everything you need to know about human-verified AI content
Still have questions?
Contact our support team →