Witness – a voice-anchored evidence recorder for AI coding agents
Submitted by wookat520. Hacker News recorded 1 points and 0 comments as of Nov 13, 2026 (UTC).
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Recorded metrics
points · 1 votes
2026-11-13 21:06:26.845Z
cumulative since publication
Research analysis
Project record
Repository: wookat/witness. The record contains the title “Witness – a voice-anchored evidence recorder for AI coding agents” but no substantive source summary.
Observed adoption & comparisons
Source votes: 1 votes (Nov 13, 2026 UTC; cumulative since publication) Recent records to compare: “alibaba/open-code-review” (GitHub Trending, Nov 14, 2026); “backnotprop/plannotator” (GitHub Trending, Nov 14, 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.