Separate read and write operations for better scalability and simpler code.
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Tips and Tricks – Use AWS Lambda Layers for Shared Dependencies
Share common code and dependencies across Lambda functions to reduce deployment size.
Read more โAdvanced Patterns & Production Case Studies – Part 5 of 5
Series finale! Complete the Google ADK journey with advanced patterns, production insights, and next steps. Thank you for following this comprehensive 5-part series on agent development.
Read more โProduction Deployment on Google Cloud – Part 4 of 5
Deploy ADK agents to production on Google Cloud. Complete guide covering Cloud Run, Vertex AI Agent Engine, and GKE deployments with observability, security, and CI/CD pipelines.
Read more โMulti-Agent Systems and Orchestration – Part 3 of 5
Master multi-agent systems with ADK: coordinator-worker, pipeline, and hierarchical patterns. Build a production research assistant that coordinates 6 specialized agents for comprehensive analysis.
Read more โADK Building Blocks: Tools, Memory, and State Management – Part 2 of 5
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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