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Multi-Agent Workflows: When to Use One Agent vs Many
Article

Multi-Agent Workflows: When to Use One Agent vs Many

A practical framework for deciding when to split into multiple agents — covering pipeline, parallel, and hierarchical patterns with real cost and complexity trade-offs.

11 min read
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Agents

AI Workflows vs. AI Agents: Choosing the Right Architecture

Not every AI task needs an agent. Learn the difference between deterministic workflows and autonomous agents, when to use each, and how to avoid over-engineering with agents when a simpler pipeline would be more reliable.

6 min read
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Advanced

Fine-Tuning vs Prompting: When to Use Which

Prompt engineering and fine-tuning are both tools for getting AI to behave a specific way. Understanding when each makes sense — and the real trade-offs — helps you avoid expensive mistakes.

7 min read
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