II.
Workflow JSON
Structured · liveworkflow:prompt-regression-testing
Prompt Regression Testing json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "workflow:prompt-regression-testing",
"_kind": "Workflow",
"_file": "workflows/workflows/workflows-ml-data.yaml",
"_cluster": "workflows",
"attributes": {
"displayName": "Prompt Regression Testing",
"workflowKind": "development",
"triggerType": "event-driven",
"typicalCadence": "per-pull-request",
"complexity": "single-team",
"description": "Runs automated evaluation suites against LLM prompts and chains on every\nchange — comparing output quality, latency, cost, and safety metrics\nagainst baseline snapshots and flagging regressions. Excludes prompt authoring.\n"
},
"outgoingEdges": [
{
"from": "workflow:prompt-regression-testing",
"to": "role:ml-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:prompt-regression-testing",
"to": "role:ai-champion",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:prompt-regression-testing",
"to": "skill-area:prompt-engineering",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:prompt-regression-testing",
"to": "skill-area:eval-driven-development",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:prompt-regression-testing",
"to": "skill-area:agentic-loops",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:prompt-regression-testing",
"to": "domain:ml-ops",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:prompt-regression-testing",
"to": "domain:software-engineering",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:prompt-regression-testing",
"to": "responsibility:ai-safety-guardrails",
"kind": "triggers_responsibility",
"attributes": {}
},
{
"from": "workflow:prompt-regression-testing",
"to": "responsibility:ai-agent-usage-review",
"kind": "triggers_responsibility",
"attributes": {}
},
{
"from": "workflow:prompt-regression-testing",
"to": "org-unit:ai-enablement",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:prompt-regression-testing",
"to": "org-unit:ml-team",
"kind": "performed_by_org_unit",
"attributes": {}
}
],
"incomingEdges": []
}