Integration and Technical Capabilities Questions

Focuses on the technical connectivity and integration surface that a product exposes and on how customers can consume and integrate those capabilities. Topics include application programming interface design and authentication models, data formats and transformation patterns, batch versus streaming approaches, webhooks and software development kits, rate limits and throttling behaviors, developer documentation and example code, error handling and testing strategies, monitoring and observability, and common integration points such as customer relationship management systems and enterprise resource planning systems. Candidates should be able to describe tradeoffs, estimate integration effort, and recommend patterns for robust, secure, and maintainable integrations.