Multi-Cloud IoT Strategy enables deployment of IoT infrastructure across multiple cloud providers to achieve redundancy, compliance with data residency requirements, cost optimization, and avoidance o
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Multi-Cloud IoT Strategy enables deployment of IoT infrastructure across multiple cloud providers to achieve redundancy, compliance with data residency requirements, cost optimization, and avoidance of vendor lock-in. This approach is essential for enterprise IoT deployments requiring high availability, geographic distribution, and regulatory compliance.
# Example implementation following best practices
def example_function():
# Your implementation here
pass
.env.example keys: API_KEY, DATABASE_URL (no values)| Type | Focus Area | Required Scenarios / Mocks |
|---|---|---|
| Unit | Core Logic | Must cover primary logic and at least 3 edge/error cases. Target minimum 80% coverage |
| Integration | DB / API | All external API calls or database connections must be mocked during unit tests |
| E2E | User Journey | Critical user flows to test |
| Performance | Latency / Load | Benchmark requirements |
| Security | Vuln / Auth | SAST/DAST or dependency audit |
| Frontend | UX / A11y | Accessibility checklist (WCAG), Performance Budget (Lighthouse score) |
request_iderror_rate, latency, queue_depth(ข้อกำหนดสำหรับ AI Agent ในการคิดและแก้ปัญหาเมื่อเกิดข้อผิดพลาด)