SWE-ONE

also referred to as: swe one

3 statements across 2 episodes · 3 bullish · 0 bearish · 2 people on the record · first statement Jul 28, 2025 by Kevin Hou · said 1 times in 1 episodes since 2026 · across every show →

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brought up most by Ronak Malde (1)

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2026 1 mention in 1 episode

⚡️Every product of the future will be a living system — Ronak Malde, Trajectory.ai Jun 21, 2026 · 1 mention · from 2:57
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Everything said about SWE-ONE, oldest first

Jul 28, 2025 bullish

Assertion Not checkable as stated

Hou: Users choose SWE-1 at higher frequencies than Claude 3.7 and 3.5

“People are choosing SWE-ONE because it recognizes how they do work, not necessarily how to generate code. And it's contributing, actually, an even higher frequency than models like 3.7 and 3.5.”

Kevin Hou Jul 28, 2025 ▶ 3:31:45 🕰️ The Oral History of Windsurf (ft. Varun Mohan, Scott Wu, Jeff Wang, Kevin Hou, Anshul R)

Jul 28, 2025 positive

Assertion Not checkable as stated

Hou: Windsurf's SWE-1 achieves near-frontier model results at lower cost

“And we've been able to achieve near frontier model results at the fraction of the cost, and with a significantly smaller team.”

Kevin Hou Jul 28, 2025 ▶ 3:31:20 🕰️ The Oral History of Windsurf (ft. Varun Mohan, Scott Wu, Jeff Wang, Kevin Hou, Anshul R)

Jun 21, 2026 bullish

Assertion Not checkable as stated

Malde: SWE-ONE beat frontier models via user-signal post-training

“And this was the kind of major unlock for the company as well, is we had all this massive data. We were able to post train on all of that user signal and now beat the frontier.”

Ronak Malde Jun 21, 2026 ▶ 3:06 ⚡️Every product of the future will be a living system — Ronak Malde, Trajectory.ai

SWE-ONE

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Everything said about SWE-ONE, oldest first

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