Overwing FAQs

Question 1

What is Overwing and what problem does it solve?

Accepted Answer

Overwing provides API-driven guardrails for Large Language Model (LLM) output, ensuring safety, quality, and compliance. It delivers precise 'pass', 'fail', or 'review' verdicts with calibrated confidence, helping prevent unwanted or unsafe AI responses.

Question 2

How does Overwing evaluate LLM output for safety and quality?

Accepted Answer

Overwing uses a system of rules to deliver verdicts. Each rule returns a typed answer, probability, and confidence, categorizing output as 'pass' (safe/compliant), 'fail' (rule matched a negative condition), or 'review' (confidence was below a threshold, suggesting human oversight).

Question 3

Can I define custom rules, or does it only use prebuilt sets?

Accepted Answer

While Overwing includes a robust prebuilt 'content-safety' rule set (for toxicity, PII, self-harm, sexual content, and severity), it also allows users to easily define and manage their own custom rules in plain language to meet specific compliance or quality needs.

Question 4

How does Overwing integrate into existing AI agent workflows?

Accepted Answer

Overwing is designed as an MCP (Model Context Protocol) tool, offering seamless integration with popular agents like Claude Desktop, Cursor, Windsurf, and VS Code. It also provides a comprehensive API for evaluating text and managing rule sets across any platform.

Question 5

Is there a free tier available to try Overwing's features?

Accepted Answer

Yes, Overwing offers a free plan that includes 250 evaluations per day. This allows users to explore all endpoints, create custom rule sets, and test the system's capabilities before committing to a paid subscription.

Overwing

Características Principales

Casos de Uso

Neon

Figma Context

Magic

Background Coding Agent

Meme Maker

Agent Skill Creator