Ensembling coding agents will transition from a cost to a UX challenge
Guy Gur-Ari · The #1 SWE-Bench Verified Agent · Apr 2, 2025 · at 8:54
Guy Gur-Ari, founding team/engineering leader at Augment Code, discusses the trade-offs of using ensembling techniques in autonomous coding agents.
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“I think it will become less of over time as cost will come down. I expect it will become less of a cost question and more of a UX question because with ensembling, well, what we found is that users really want to see what the agent is doing and follow along. And if you're doing ensembling, you don't have one trajectory anymore. You have several. And then the question of how do users supervise that? As it's happening becomes pretty tricky.”
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