Deep dive into ADK building blocks: custom tools, memory patterns, and state management. Learn to build production-ready agents with database integration, conversation memory, and intelligent caching.
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Google Agent Development Kit (ADK): Building Your First AI Agent – Part 1 of 5
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 →Securing Cloud Applications with Google Cloud Armor: Enterprise WAF and DDoS Protection
Introduction: Google Cloud Armor provides enterprise-grade DDoS protection and web application firewall (WAF) capabilities that integrate seamlessly with Cloud Load Balancing. This comprehensive guide explores Cloud Armor’s security capabilities, from preconfigured WAF rules and custom security policies to adaptive protection and bot management. After implementing security architectures for enterprises handling millions of requests daily, I’ve […]
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 →LlamaIndex: The Data Framework for Building Production RAG Applications
Introduction: LlamaIndex (formerly GPT Index) is the leading data framework for building LLM applications over your private data. While LangChain focuses on chains and agents, LlamaIndex specializes in data ingestion, indexing, and retrieval—the core components of Retrieval Augmented Generation (RAG). With over 160 data connectors through LlamaHub, sophisticated indexing strategies, and production-ready query engines, LlamaIndex […]
Read more →RESTful AI API Design: Best Practices for LLM APIs
Designing RESTful APIs for LLMs requires careful consideration. After building 30+ LLM APIs, I’ve learned what works. Here’s the complete guide to RESTful AI API design. Figure 1: RESTful AI API Architecture Why LLM APIs Are Different LLM APIs have unique requirements: Async operations: LLM inference can take seconds or minutes Streaming responses: Need to […]
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