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Show HN: Motion Debugger – A browser critic for AI slop

Built a tool to unslop UI and add cool motion. It's an open-source workflow for coding agents, using Chromium to inspect the rendered site, catch broken animations, overlapping elements, layout issues, and other visual problems, then gives the agent feedback to fix them. a/b tests are in the repo.

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Source page screenshot: Show HN: Motion Debugger – A browser critic for AI slop
Source page screenshot · news.ycombinator.com

Source record

Recorded metrics

points · 1 votes
2026-11-12 02:15:14.663Z
cumulative since publication

Research analysis

Project record

Repository: ShadowKingYT444/motion-debugger. Source account: Built a tool to unslop UI and add cool motion. It's an open-source workflow for coding agents, using Chromium to inspect the rendered site, catch broken animations, overlapping elements, layout issues, and other visual problems, then gives the agent feedback to fix them. a/b tests are in the repo.

Observed adoption & comparisons

Source votes: 1 votes (Nov 12, 2026 UTC; cumulative since publication) Recent records to compare: “Show HN: Receipts, agent skills that make PRDs and metrics cite their evidence” (Show HN, Nov 12, 2026); “Show HN: Lynx – open-source fully-customizable AI workspace” (Show HN, Nov 12, 2026). Shared themes are navigation hints; they have not been verified as the same need or independent corroboration.

Adoption decision

Evaluate it against the tool or manual workflow it would replace. The stored record supports discovery; it does not yet establish reliability, lower operating cost or commercial adoption.

Unverified requirements

Not verified: license permissions, required hardware, installation steps, maintenance status and a representative task with its failure cases.

Next test

Choose one real task and a current alternative. Record the commit, environment, input, output, elapsed time and failure behavior; retain the result before recommending adoption.