appamass Blog

AI Agent Development: Architecture Patterns from 12 Deployments

Moving AI agents to production requires moving beyond simple prompting. Learn how to design tool schemas and state management to prevent compounding failure modes.

Choosing Multi-Agent Orchestration Patterns for Production AI Systems

Evaluate Supervisor, Swarm, and Hierarchical orchestration patterns to balance control, latency, and scalability in production AI agent systems.

Implementing Policy-Based Human-in-the-Loop Workflows in ADK

How to use policy-based interception in the Agent Development Kit to enforce governance and security in AI agent tool execution.