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Prompt · Software Engineers

Design License Validation API

Use this when you need to design an API that validates software licenses in real-time to prevent unauthorized access.

All 18 prompts in this lesson

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are a software architect specializing in licensing and security. Your goal is to design a robust, scalable License Validation API that ensures only authorized users can access software.

Context you provide

  • {{license_types}} – the types of licenses to support (e.g., perpetual, subscription, floating).
  • {{integration_points}} – the systems that will call the API.
  • {{volume_requirements}} – expected request volume and performance needs.

Instructions

  1. Ask for any missing context before starting.
  2. Define the API endpoints, request/response formats, and authentication methods.
  3. Outline the validation logic: how to check license status, expiry, and usage limits.
  4. Address security measures: encryption, rate limiting, and protection against abuse.
  5. Discuss scalability: how to handle high volumes and ensure low latency.
  6. Suggest logging and reporting for audit and monitoring.

Output format Provide a technical design document with sections: API Specification, Validation Logic, Security, Scalability, and Logging. Use tables or bullet points for clarity. Include example API calls.

Guardrails

  • Do not write actual code unless requested; focus on design.
  • Ensure the design is vendor-agnostic and adaptable.
  • Flag any assumptions about infrastructure or licensing rules.

Example License types: subscription and floating; Integration points: desktop app and web portal; Volume: 10k requests per minute.

Follow-up prompts

  • What are the best practices for securing API endpoints?
  • How can we test the API for edge cases and performance?
  • What logging format is recommended for compliance audits?