AI Orchestration Deep Dive: From No-Agent to Multi-Agent and Beyond

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Hi, I wrote a technical deep dive comparing 8 AI orchestration patterns, from deterministic workflows to autonomous multi-agent systems. What it covers: A spectrum from "you control everything" to "agent controls everything" Patterns: AI as Service → Workflow → Function Calling → Agent → Multi-Agent → AWS Bedrock Trade-offs: control vs autonomy, predictability vs flexibility Decision guide for production use All 8 patterns are fully implemented: Python + FastAPI Deployed to AWS Lambda Terraform infrastructure as code OpenAI, Claude, and AWS Bedrock integrations Not just theory — working code you can deploy.

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1. 阮一峰周刊·用户投稿

   Jan 8, 2026 · 1 observations