WEEK 5 · LESSON 4 · TOPIC 7 OF 8 · Trade-Offs and Limitations

Trade-Offs and Limitations

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  1. Overview

Overview

A swarm uses more tokens than a normal single-agent task and can take much longer. In the site-building case, the swarm ran for hours and remained only partway through its planned stages. This makes swarms appropriate for substantial work, not for every request.

Multi-agent work can also produce a large amount of intermediate activity. Progress indicators, per-agent inspection, and stop controls are therefore part of the operational design.

The central mistake is to equate more agents with a better result. Use swarms for massive tasks that require substantial work. Use a single focused agent when it can complete the job more efficiently.