AI diagnostics & failure analysis for Jenkins — simplified multi-instance CI/CD debugging.
Automates failure triage, surfaces root-cause clues, and enables semantic log search.
Platform teams managing multiple Jenkins instances and engineers debugging flaky pipelines.
Cuts time-to-fix, reduces duplicated work, and scales diagnostics across orgs.
MCP adapters, vector DB, ML inference, scalable pipeline
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