revyl-cli-analyze

Revyl failure classification supports workflow-level triage and reporting for automated pipelines and QA teams by categorizing test, workflow, and device-session failures into actionable classes. It enables faster triage and targeted fixes by providing structured guidance, suggested actions, and evidence requirements for remediation.

Triageing Revyl workflow report failures involves analyzing evidence from workflow and device session reports to categorize issues as real bugs, flaky tests, infra issues, or setup failures. This deterministic classification provides a structured report with signal, evidence, rationale, and recommended remediation actions for automated pipelines.

Analyzing Revyl device report failures involves pulling session evidence to classify issues into real bugs, flaky tests, infra issues, setup issues, or test-design improvements. The deterministic classification schema outputs a structured report including signal, evidence, rationale, and recommended next actions for targeted fixes.

Revyl CLI failure classification outputs a structured report that includes the failure signal, supporting evidence, rationale for the classification, and recommended next actions. This deterministic schema categorizes failures into real bug, flaky test, infra issue, setup issue, or test improvement.

Revyl failure classification supports workflow-level triage and reporting for automated pipelines and QA teams by categorizing test, workflow, and device-session failures into actionable classes. It enables faster triage and targeted fixes by providing structured guidance, suggested actions, and evidence requirements for remediation.