We Peaked at 30 AI Agents. Now We’re Coming Back Down to 20. Here’s What Consolidation Actually Looks Like. The Agents #011 Live!

SaaStr, an eight-figure business, runs on three humans and twenty-plus AI agents. The company consolidated down from nearly thirty, and output increased roughly four times over. As the underlying models improved at generalizing, the maintenance cost of keeping specialized sales agents outweighed the benefits of specialization. Their most ambitious consolidation centered on an agent called 10K, which evolved from a dashboard into a finance and operations tool that handles contracts, invoicing, commission calculations, and collection reminders entirely unattended. SaaStr's lesson: don't spin up new agents for new problems—invest deeper in agents already working, because an agent's ceiling keeps rising as the models improve.

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