Blog Posts | Joshua Berkowitz

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github × software architecture ×

Mastering Multi-Agent Patterns with Google's ADK: A Guide for Scalable AI Systems

Today's AI applications demand flexibility, reliability, and scale,qualities not easily achieved by packing every responsibility into a single agent. Centralized designs often lead to bottlenecks and ...

ADK AI agents design patterns human-in-the-loop multi-agent systems software architecture state management workflow automation

Dec 19, 2025

0 1507

Should You Really Adopt Microservices? Lessons from Industry Leaders

While microservices theoretically offer independent scaling, team autonomy, and agile deployments, they also introduce significant complexity. Breaking a monolith into distributed services means repla...

developer productivity DevOps Docker microservices monolith scalability SOA software architecture

Dec 7, 2025

0 1529

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