Latent Space · Tuesday, November 3, 2026
Zach Lloyd discusses how Warp internally utilized automated tuning and testing features to dramatically lower the cost per pull request from around $80 down to between $15 and $20. He notes that during this time, their PR throughput increased by 40 percent without a rise in revert rates.
“Just to give some stats at Warp, when we first started using the factory approach. It was costing us about $80 per PR because we were using like Opus where we shouldn't have.”
“We basically did a whole bunch of internal tuning and testing using these built-in features, And we were able to get the cost per PR down to like 20 bucks or 15 bucks, something like that.”