Jev is a demo that automatically identifies and fills login form fields (username, password, and submit button) on web pages. In testing, it completed the task in 0.53 seconds with 2 API calls, compared to Claude Haiku's 7.83 seconds and 8 tool calls.

Name: Jev is a demo that automatically identifies and fills login form fields (username, password, and submit button) on web pages. In testing, it completed the task in 0.53 seconds with 2 API calls, compared to Claude Haiku's 7.83 seconds and 8 tool calls.
Uploaded: 2026-10-27T20:00:40.842Z
Channel: lightpanda_io
Description: Jev is a demo that automatically identifies and fills login form fields (username, password, and submit button) on web pages. In testing, it completed the task in 0.53 seconds with 2 API calls, compared to Claude Haiku's 7.83 seconds and 8 tool calls.

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Discovered 2026-10-27, refreshed 2026-11-03. Descriptions and stats are pulled from the project's own X post and refreshed automatically — they aren't independently verified by JevTracks beyond the initial eligibility check.