Smart enough, fast enough: Choosing the right models for agentic work

A few weeks ago I was watching a coding agent run through a multistep task, and what stood out was not whether it got the answer right. I found, 9 times out of 10, it did. What stood out to me was the waiting. Every step meant another call to the model, another few thousand tokens of reasoning, another pause before the agent could act on what it learned. The entire loop was painfully slow.That gap is the story of…

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