Want better quality output from your agent? Give it a way to verify its own work.
Love what Warp is doing here: every agent gets a computer and brings back a video of what it did. I do something similar in my workflow - on top of E2E tests, Claude gives me recorded videos + screenshots as part of the evidence work is "done".
My bet is verification becomes one of the most important problems to work on this year.
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verification is the biggest bottleneck for coding agents right now according to @addyosmani.
we @warpdotdev have put a lot of thought into building a good computer-use tool for Warp Factories. every agents gets a computer to navigate the apps they built, take screenshots and recordings, and post them back for human review.
3-4mins of activity get edited down to 15 clips stitched together with cursor clicks, mouse animations, and key presses.
we've been able to dramatically cut our time to merge and unlocked faster iteration + review cycles, especially for projects that are hard to mock out locally!
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