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StableReported 2026-10-02 12:00

Incident-Arena: New Benchmark for AI in Incident Response

Researchers introduce Incident-Arena, a new benchmark for AI coding agents in real-world incident response, addressing limitations of existing benchmarks.

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Evidence

  • AarXiv cs.AIPrimary source2026-10-02 12:00
    We introduce Incident-Arena, a human-built benchmark of 20 carefully selected tasks grounded in real-world deployed open source software.
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  • AarXiv cs.AIPrimary source2026-10-02 12:00
    Yet, despite their use in app coding, relatively less attention has been paid to their ability to execute on production incident response. This emerging field, termed agentic site-reliability-engineering (SRE) contains benchmarks limited by (1) unrealistic environments, typically toy repositories (2) non-standard framework implementations and (3) simple static verifiers. We introduce Incident-Are…
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