Expert Sets 3 Runbook Rules for 5-Agent Test Pipelines in Production
Updated
Updated · InfoWorld · Jul 30
Expert Sets 3 Runbook Rules for 5-Agent Test Pipelines in Production
2 articles · Updated · InfoWorld · Jul 30
Summary
Three controls — typed handoff contracts, artifact provenance, and cleanup ownership — are presented as the minimum runbook for deploying agentic test pipelines into shared production systems.
A 5-agent pipeline built over Model Context Protocol exposed the main failure mode: agents passing structurally incompatible data, including one case where Jira acceptance criteria collapsed to the four characters [" and still flowed downstream.
Provenance logging is treated as mandatory because an agent later cited its own placeholder text as source truth after a Confluence retrieval failed, making tool-call IDs and source tracing essential for debugging and auditability.
Cleanup became a production requirement after a 30-day Jira query found 91 automation-created tickets, 68 of them untouched drafts; the recommended fix is deterministic shutdown and reconciliation scripts plus a named human owner for every writable system.
The broader argument is that demos show a test passing in 12 minutes, but production success depends on the unglamorous runbook work that keeps on-call teams from spending quarters cleaning up autonomous pipeline debris.