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115 changes: 115 additions & 0 deletions outputs/sample_prd_01_rate_limiting_requirements.json
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{
"requirements": [
{
"id": "REQ-001",
"title": "Tier-Based Rate Limits",
"description": "Implement rate limits based on customer tier to manage API usage and prevent abuse.",
"acceptance_criteria": [
"Free tier: 100 requests per minute, 1,000 requests per day",
"Pro tier: 1,000 requests per minute, unlimited daily requests",
"Enterprise tier: Custom limits configured per customer"
],
"dependencies": [],
"ambiguity_flags": [
{
"category": "vague_quantifier",
"issue": "The term 'fast and scalable' is not quantified.",
"severity": "warning",
"suggested_action": "Define specific performance metrics for scalability and speed."
}
],
"priority": "high"
},
{
"id": "REQ-002",
"title": "Rate Limit Response Headers",
"description": "Include rate limit information in all API responses to inform clients of their usage status.",
"acceptance_criteria": [
"API responses include X-RateLimit-Limit header",
"API responses include X-RateLimit-Remaining header",
"API responses include X-RateLimit-Reset header"
],
"dependencies": [
"REQ-001"
],
"ambiguity_flags": [],
"priority": "medium"
},
{
"id": "REQ-003",
"title": "Rate Limit Exceeded Handling",
"description": "Define the response behavior when a client exceeds their rate limit.",
"acceptance_criteria": [
"Return HTTP 429 status code when limit exceeded",
"Include Retry-After header with seconds until reset",
"Return JSON error body with clear message and documentation link"
],
"dependencies": [
"REQ-001"
],
"ambiguity_flags": [],
"priority": "high"
},
{
"id": "REQ-004",
"title": "Developer Dashboard",
"description": "Provide a dashboard for developers to view and manage their API usage and limits.",
"acceptance_criteria": [
"Developers can view current usage and limits",
"Developers can see historical usage graphs",
"Dashboard is user-friendly and intuitive"
],
"dependencies": [],
"ambiguity_flags": [
{
"category": "undefined_term",
"issue": "The term 'user-friendly and intuitive' is not defined.",
"severity": "suggestion",
"suggested_action": "Specify measurable criteria for user-friendliness and intuitiveness."
}
],
"priority": "medium"
},
{
"id": "REQ-005",
"title": "Backend Implementation",
"description": "Implement the technical backend for rate limiting using Redis and support additional features.",
"acceptance_criteria": [
"Use Redis for storing rate limit counters",
"Support configurable limits per endpoint",
"Implement bypass mechanism for internal services",
"Log and alert when customers approach or exceed limits"
],
"dependencies": [
"REQ-001"
],
"ambiguity_flags": [],
"priority": "high"
},
{
"id": "REQ-006",
"title": "Monitoring and Observability",
"description": "Implement monitoring and observability for the rate limiting system.",
"acceptance_criteria": [
"Emit metrics for rate limit checks, passes, and rejections",
"Create dashboards showing rate limit health",
"Alert on anomalies such as sudden spikes in rejections or Redis failures"
],
"dependencies": [
"REQ-005"
],
"ambiguity_flags": [],
"priority": "medium"
}
],
"summary": "Implement a tier-based rate limiting system for the public API to prevent abuse, ensure fair usage, and protect backend services.",
"source_hash": "a2b4a2f1",
"_metadata": {
"analyzed_at": "2026-02-15T19:24:38.834881+00:00",
"prompt_version": "1.6.0",
"model": "gpt-4o",
"prompt_tokens": 1247,
"completion_tokens": 834,
"total_tokens": 2081
}
}
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