AI has us asking, does (team) size still matter?

Estimated reading time: 10 minutes

As AI-powered agents enter the workforce, the shape and size of engineering teams is going to have to change.

Key takeaways:

• The bottleneck is shifting from writing code to making decisions. Teams must unlearn processes designed for expensive, slow development and adapt to AI-driven speed.
• Rigid hierarchies are being replaced by small “swarms” – often one developer and one PM – where humans focus on architectural judgment and business intent, while agents handle delivery.

What would your engineering team look like if you had unlimited Claude Code tokens? Should you invite your agents to the daily stand up? Would fewer human engineers be left standing? These are just some of the questions engineering leaders are faced with as agentic coding tools become a permanent part of their teams. 

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