GraphQL provides flexible querying for LLM applications. After implementing GraphQL for 15+ AI services, I’ve learned what works. Here’s the complete guide to using GraphQL for AI services. Figure 1: GraphQL Architecture for AI Services Why GraphQL for AI Services GraphQL offers significant advantages for AI services: Flexible queries: Clients request exactly what they need […]
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Azure Event Hubs: A Solutions Architect’s Guide to Real-Time Data Streaming
Real-time data streaming has become essential for modern enterprises that need to process millions of events per second while maintaining low latency and high reliability. Azure Event Hubs stands as Microsoft’s fully managed, big data streaming platform, designed to handle massive throughput scenarios that traditional messaging systems simply cannot address. Having architected numerous streaming solutions […]
Read more →Azure Event Grid: A Solutions Architect’s Guide to Event-Driven Architecture
Event-driven architecture has become the backbone of modern distributed systems, enabling applications to respond to changes in real-time while maintaining loose coupling between components. Azure Event Grid represents Microsoft’s fully managed event routing service, designed to simplify the development of event-based applications at scale. After implementing Event Grid across numerous enterprise projects, I’ve gained deep […]
Read more →Azure Service Bus: A Solutions Architect’s Guide to Enterprise Messaging
In the landscape of enterprise application development, reliable messaging infrastructure often determines the difference between systems that gracefully handle load spikes and those that collapse under pressure. Azure Service Bus represents Microsoft’s fully managed enterprise message broker, offering capabilities that extend far beyond simple message queuing. After implementing Service Bus across numerous enterprise integrations, I’ve […]
Read more →Azure Cosmos DB: A Solutions Architect’s Guide to Globally Distributed Databases
Throughout my career architecting distributed systems, few database decisions have proven as consequential as choosing the right globally distributed data platform. Azure Cosmos DB represents Microsoft’s answer to the challenge of building planet-scale applications—a fully managed NoSQL database service that delivers single-digit millisecond latency anywhere in the world. After implementing Cosmos DB across numerous enterprise […]
Read more →Building Enterprise CI/CD Pipelines with Google Cloud Build: From Code to Production
Introduction: Google Cloud Build provides a fully managed CI/CD platform that executes builds on Google’s infrastructure with automatic scaling and pay-per-use pricing. This comprehensive guide explores Cloud Build’s enterprise capabilities, from multi-stage pipelines and artifact management to security scanning, approval workflows, and deployment automation. After implementing CI/CD pipelines for organizations deploying hundreds of times daily, […]
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