Show HN: Replay three AI agent approval failures in five seconds, in Python
Submitted by iuogh71. Hacker News recorded 2 points and 0 comments as of Nov 5, 2026 (UTC).
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points · 2 votes
2026-11-05 18:45:30.676Z
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Research analysis
Project record
Repository: salahmakboul/call4agents. The record contains the title “Show HN: Replay three AI agent approval failures in five seconds, in Python” but no substantive source summary.
Observed adoption & comparisons
Source votes: 2 votes (Nov 5, 2026 UTC; cumulative since publication) Recent records to compare: “google/skills” (GitHub Trending, Nov 5, 2026); “mattpocock/skills” (GitHub Trending, Nov 5, 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.