Tencent Technical Engineering
Apr 25, 2025 · Artificial Intelligence
Practical Guide to Building Effective AI Agents and Workflows
Fred’s practical guide expands Anthropic’s “Build effective agents” by offering a technical selection framework, clear definitions of agents versus workflows, a suite of reusable design patterns such as prompt‑chain routing and orchestrator‑worker loops, real‑world case studies, and concrete implementation tips that emphasize simplicity, transparency, and effective tool‑prompt engineering.
AI agentsAgent DesignLLM workflows
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