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Show HN: We replayed 12 real AI agent incidents against our open-source tool

Submitted by batrapulkit1103. Hacker News recorded 1 points and 0 comments as of Oct 21, 2026 (UTC).

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Source record

Recorded metrics

points · 1 votes
2026-10-21 21:00:13.069Z
cumulative since publication

Research analysis

Project record

The record contains the title “Show HN: We replayed 12 real AI agent incidents against our open-source tool” but no substantive source summary.

Observed adoption & comparisons

Source votes: 1 votes (Oct 21, 2026 UTC; cumulative since publication); previous same-scope observation: 1 (Oct 21, 2026 UTC). These observations do not establish demand growth. Recent records to compare: “google/skills” (GitHub Trending, Nov 6, 2026); “mattpocock/skills” (GitHub Trending, Nov 6, 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.