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Native runs (Claude Code, Codex, OpenClaw) emit native session artifacts that are collected and ingested after the run terminates

In-ProcessFrameworkAdapterPipeline This appendix complements Appendix A for framework comparisons that donotgo through a native CLI harness

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Auditing Agent Harness Safety

cs.CL · 2026-05-14 · unverdicted · novelty 7.0 · 2 refs

HarnessAudit audits full execution trajectories of LLM agents for boundary compliance and introduces HarnessAudit-Bench showing that task completion often diverges from safe execution with risks accumulating over longer trajectories.

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  • Auditing Agent Harness Safety cs.CL · 2026-05-14 · unverdicted · none · ref 11 · 2 links

    HarnessAudit audits full execution trajectories of LLM agents for boundary compliance and introduces HarnessAudit-Bench showing that task completion often diverges from safe execution with risks accumulating over longer trajectories.