Learn how to build production-ready AI agents with Google Agent Development Kit (ADK). This comprehensive tutorial covers architecture fundamentals, setup, and your first search assistant agent with C4 diagrams, code examples, and deployment strategies.
Read more →Testing LLM Applications: Unit Tests, Integration Tests, and Evaluation
Introduction: Testing LLM applications presents unique challenges compared to traditional software. Outputs are non-deterministic, quality is subjective, and the same input can produce different but equally valid responses. This guide covers practical testing strategies: unit testing with mocked LLM responses, integration testing with real API calls, evaluation frameworks for quality assessment, and regression testing to […]
Read more →Securing Cloud Applications with Google Cloud Armor: Enterprise WAF and DDoS Protection
Google Cloud Armor provides enterprise-grade DDoS protection and web application firewall (WAF) capabilities that integrate with Cloud Load Balancing. Cloud Armor Defense Architecture WAF Rule Execution Flow Terraform Configuration resource “google_compute_security_policy” “armor_policy” { name = “cloud-armor-policy” description = “Enterprise Cloud Armor security policy” rule { action = “deny(403)” priority = 100 match { expr { […]
Read more →International Patient Summary (IPS): Cross-Border Healthcare in the EU
The EU Cross-Border Healthcare Challenge EU eHealth Digital Service Infrastructure (eHDSI) IPS FHIR Bundle Structure Generating IPS in .NET Ireland’s Participation in eHDSI EU Member State Participation Standards and References Related Articles in This Series Conclusion
Read more →Cloud Spanner Deep Dive: Building Globally Distributed Databases That Never Go Down
Introduction: Cloud Spanner represents a breakthrough in database technology—the world’s first horizontally scalable, strongly consistent relational database that spans continents while maintaining ACID transactions. This comprehensive guide explores Spanner’s enterprise capabilities, from its TrueTime-based consistency model to multi-region configurations and automatic sharding. After architecting globally distributed systems across multiple database technologies, I’ve found Spanner uniquely […]
Read more →Azure Key Vault: A Solutions Architect’s Guide to Enterprise Secrets Management
In the world of cloud-native applications, secrets management has evolved from a necessary evil to a critical architectural concern. Azure Key Vault stands as Microsoft’s answer to centralized secrets, keys, and certificate management, providing a secure foundation for enterprise applications. Having implemented Key Vault across dozens of production environments, I’ve come to appreciate its role […]
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