Files
confidence-engine/tests/graph/orchestrator.test.js
T

946 lines
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JavaScript

import { beforeEach, describe, expect, it, vi } from "vitest";
import { validateGraphReferences } from "@/lib/graph/utils.js";
import { makeGraph, makeNode } from "@/lib/graph/schema.js";
const mockAnalyseScenario = vi.fn();
const MOCK_CONFIG = { OLLAMA_MODEL: "configured" };
vi.mock("@/lib/analysis.js", () => ({
analyseScenario: (...args) => mockAnalyseScenario(...args),
}));
function makeAnalysisResult(overrides = {}) {
return {
success: true,
validationStatus: "valid",
modelName: "configured-model",
responseDurationMs: 321,
rawResponse: undefined,
promptVersion: "v0.3",
reconstruction: {
summary: "Revenue and complaints diverge",
actors: [],
systemsOrObjects: [],
expectedStates: [],
observedStates: [
{
id: "obs-1",
label: "Revenue up",
description: "Revenue up 15%",
confidence: "high",
},
],
differences: [],
knownTransitions: [],
unexplainedTransitions: [],
contradictions: [],
importantUnknowns: [
{
id: "unk-1",
label: "Complaint rate denominator",
description: "Need the denominator for complaint rate",
confidence: "high",
},
],
plausibleInterpretations: [],
},
evidence: [],
nextQuestion: {
id: "q-1",
question: "What denominator is being used for the complaint rate?",
},
compatibilityApplied: false,
compatibilityChanges: [],
compatibilityWarnings: [],
...overrides,
};
}
function makeUpdateGraph() {
const unknown = makeNode({
id: "n-unknown",
label: "Complaint rate denominator",
description: "Need the denominator for the complaint rate",
kind: "unknown",
status: "unknown",
confidence: "high",
});
const observation = makeNode({
id: "n-observation",
label: "Complaint count rose",
description: "Complaint count rose faster than output",
kind: "observation",
status: "supported",
confidence: "high",
});
return makeGraph({
centralStatement:
"Complaint counts increased while production also increased.",
nodes: [unknown, observation],
edges: [],
activeUnknownNodeId: unknown.id,
resolvedNodeIds: [],
currentSummary: "Nodes: 1 unknown, 1 observation | Edges: 0 total",
});
}
function makeUpdateRequest(overrides = {}) {
return {
situationGraph: makeUpdateGraph(),
previousQuestion: "What denominator is being used for the complaint rate?",
answer:
"The complaint rate fell from 2.0 complaints per 100 units to 1.9 complaints per 100 units.",
promptVersion: "v0.4",
...overrides,
};
}
function makeProposal(overrides = {}) {
return {
addedNodes: [],
updatedNodes: [
{
nodeId: "n-unknown",
previousStatus: "unknown",
newStatus: "resolved",
previousValue: null,
newValue: "1.9 complaints per 100 units",
reason: "The answer directly provides the normalized rate.",
},
],
addedEdges: [],
removedEdgeIds: [],
resolvedUnknownNodeIds: ["n-unknown"],
affectedNodeIds: [],
selectedQuestion: null,
...overrides,
};
}
describe("lib/graph/orchestrator startCase", () => {
beforeEach(() => {
vi.resetModules();
vi.clearAllMocks();
});
it("passes a valid request through to analyseScenario", async () => {
mockAnalyseScenario.mockResolvedValue(makeAnalysisResult());
const { startCase } = await import("@/lib/graph/orchestrator.js");
const result = await startCase({
scenario: "Revenue increased while complaint counts rose faster.",
promptVersion: "v0.3",
});
expect(result.success).toBe(true);
expect(mockAnalyseScenario).toHaveBeenCalledWith(
"Revenue increased while complaint counts rose faster.",
{ promptVersion: "v0.3" },
);
});
it("rejects invalid request input without throwing", async () => {
const { startCase } = await import("@/lib/graph/orchestrator.js");
const result = await startCase({ scenario: "" });
expect(result).toMatchObject({
success: false,
error: "Invalid start-case request",
statusCode: 400,
});
expect(result.validationErrors).toBeInstanceOf(Array);
expect(mockAnalyseScenario).not.toHaveBeenCalled();
});
it("builds a valid graph on successful analysis", async () => {
mockAnalyseScenario.mockResolvedValue(makeAnalysisResult());
const { startCase } = await import("@/lib/graph/orchestrator.js");
const result = await startCase({ scenario: "Scenario text" });
expect(result.success).toBe(true);
expect(result.situationGraph.centralStatement).toBe("Scenario text");
expect(result.situationGraph.currentSummary).toContain("Nodes:");
expect(result.diagnostics).toMatchObject({
validationStatus: "valid",
modelName: "configured-model",
graphReferenceValidation: { valid: true, errors: [] },
});
});
it("applies active unknown selection to the graph", async () => {
mockAnalyseScenario.mockResolvedValue(makeAnalysisResult());
const { startCase } = await import("@/lib/graph/orchestrator.js");
const result = await startCase({ scenario: "Scenario text" });
expect(result.success).toBe(true);
expect(result.situationGraph.activeUnknownNodeId).toBeTruthy();
expect(result.diagnostics.unknownSelectionExplanation?.selectedNodeId).toBe(
result.situationGraph.activeUnknownNodeId,
);
});
it("returns an ambiguous tie result instead of choosing by label order", async () => {
mockAnalyseScenario.mockResolvedValue(
makeAnalysisResult({
reconstruction: {
summary: "Revenue up while cash falls",
actors: [],
systemsOrObjects: [],
expectedStates: [],
observedStates: [
{
id: "obs-1",
label: "Revenue increased by 18%.",
description: "Revenue increased by 18%.",
confidence: "high",
},
{
id: "obs-2",
label: "Cash in the bank decreased over the same period.",
description: "Cash in the bank decreased over the same period.",
confidence: "high",
},
],
differences: [],
knownTransitions: [],
unexplainedTransitions: [],
contradictions: [
{
id: "c-1",
label:
"Apparent contradiction between profitability/revenue expansion and liquidity reduction.",
description:
"Apparent contradiction between profitability/revenue expansion and liquidity reduction.",
confidence: "medium",
},
],
importantUnknowns: [
{
id: "unk-1",
label:
"Whether revenue recognition timing differs from cash collection timing.",
description:
"Whether revenue recognition timing differs from cash collection timing.",
confidence: "high",
},
{
id: "unk-2",
label:
"Magnitude and nature of cash outflows (operating expenses, debt repayments, capex, or working capital shifts).",
description:
"Magnitude and nature of cash outflows (operating expenses, debt repayments, capex, or working capital shifts).",
confidence: "high",
},
],
plausibleInterpretations: [],
},
}),
);
const { startCase } = await import("@/lib/graph/orchestrator.js");
const result = await startCase({
scenario:
"Revenue increased by 18%, but cash in the bank fell over the same period.",
});
expect(result.success).toBe(true);
expect(result.situationGraph.activeUnknownNodeId).toBeNull();
expect(result.selectedQuestion).toMatchObject({
id: "q_tie_resolution",
selectionStatus: "ambiguous",
question:
"Were these figures measured on the same basis and at the same scale?",
tiedCandidateIds: expect.arrayContaining([expect.any(String)]),
comparabilityStatus: "uncertain",
relationshipStatus: "insufficient_information",
relationshipAssessed: false,
contradictionReasoningAllowed: false,
});
expect(result.diagnostics.unknownSelectionExplanation).toMatchObject({
status: "ambiguous",
tieType: "complete_unresolved_tie",
selectedNodeId: null,
alphabeticalUsedAsReasoning: false,
tieResolutionQuestion:
"Were these figures measured on the same basis and at the same scale?",
});
});
it("returns structured failure when graph reference validation fails", async () => {
mockAnalyseScenario.mockResolvedValue(makeAnalysisResult());
const utils = await import("@/lib/graph/utils.js");
const validateSpy = vi
.spyOn(utils, "validateGraphReferences")
.mockReturnValue({
valid: false,
errors: ['Edge references non-existent toNodeId "missing"'],
});
const { startCase } = await import("@/lib/graph/orchestrator.js");
const result = await startCase({ scenario: "Scenario text" });
expect(result).toMatchObject({
success: false,
error: "Situation graph reference validation failed",
validationErrors: ['Edge references non-existent toNodeId "missing"'],
statusCode: 500,
});
expect(result.diagnostics.graphReferenceValidation.valid).toBe(false);
validateSpy.mockRestore();
});
it("preserves analysis/provider failure details", async () => {
mockAnalyseScenario.mockResolvedValue({
success: false,
error: "Provider unavailable",
errors: ["socket hang up"],
rawResponse: null,
modelName: "configured-model",
responseDurationMs: 99,
promptVersion: "v0.3",
validationStatus: "invalid",
statusCode: 502,
});
const { startCase } = await import("@/lib/graph/orchestrator.js");
const result = await startCase({ scenario: "Scenario text" });
expect(result).toMatchObject({
success: false,
error: "Provider unavailable",
analysisErrors: ["socket hang up"],
statusCode: 502,
});
});
it("returns null selectedQuestion when analysis has no nextQuestion", async () => {
mockAnalyseScenario.mockResolvedValue(
makeAnalysisResult({ nextQuestion: undefined }),
);
const { startCase } = await import("@/lib/graph/orchestrator.js");
const result = await startCase({ scenario: "Scenario text" });
expect(result.success).toBe(true);
expect(result.selectedQuestion).toBeNull();
});
it("includes compatibility diagnostics when provided by analysis", async () => {
mockAnalyseScenario.mockResolvedValue(
makeAnalysisResult({
compatibilityApplied: true,
compatibilityChanges: [
{
path: ["evidence", 0, "source"],
change: "Converted null source to undefined",
},
],
compatibilityWarnings: [
"Applied deterministic reconstruction compatibility normalisation",
],
}),
);
const { startCase } = await import("@/lib/graph/orchestrator.js");
const result = await startCase({ scenario: "Scenario text" });
expect(result.diagnostics.compatibilityApplied).toBe(true);
expect(result.diagnostics.compatibilityChanges).toHaveLength(1);
});
it("preserves selected question bytes while adding selection explanation diagnostics", async () => {
const { updateCase } = await import("@/lib/graph/orchestrator.js");
const provider = {
generateReconstruction: vi.fn().mockResolvedValue(
makeProposal({
addedNodes: [
makeNode({
id: "n-build-decision",
label: "Build Confidence Engine decision",
description: "Decision introduced by the answer.",
kind: "state",
status: "supported",
confidence: "medium",
}),
makeNode({
id: "n-commercial-value",
label: "Commercial value definition",
description:
"Need a concrete definition because the decision depends on it.",
kind: "unknown",
status: "unknown",
confidence: "high",
}),
],
addedEdges: [
{
id: "e-build-commercial-value",
fromNodeId: "n-build-decision",
toNodeId: "n-commercial-value",
relationship: "depends_on",
confidence: "medium",
description:
"The decision depends on commercial value definition.",
},
],
selectedQuestion: {
nodeId: "n-commercial-value",
question:
"How should commercial value be defined for this decision?",
reason: "Consequential unresolved uncertainty remains.",
},
}),
),
};
const first = await updateCase(makeUpdateRequest(), {
provider,
config: MOCK_CONFIG,
applyProposal: true,
});
const second = await updateCase(makeUpdateRequest(), {
provider,
config: MOCK_CONFIG,
applyProposal: true,
});
expect(first.selectedQuestion.question).toBe(
second.selectedQuestion.question,
);
expect(first.selectedQuestion.reason).toBe(second.selectedQuestion.reason);
expect(first.diagnostics.unknownSelectionExplanation).toBeTruthy();
});
it("produces a validated update proposal for a valid request", async () => {
const { updateCase } = await import("@/lib/graph/orchestrator.js");
const provider = {
generateReconstruction: vi.fn().mockResolvedValue(makeProposal()),
};
const result = await updateCase(makeUpdateRequest(), {
provider,
config: MOCK_CONFIG,
});
expect(result).toMatchObject({
success: true,
stage: "proposal_ready",
proposal: makeProposal(),
diagnostics: {
promptVersion: "v0.4",
modelName: "configured",
nodeCount: 2,
edgeCount: 0,
validationStatus: "valid",
},
});
expect(provider.generateReconstruction).toHaveBeenCalledTimes(1);
});
it("valid request reaches prompt builder", async () => {
const { updateCase } = await import("@/lib/graph/orchestrator.js");
const buildGraphUpdatePrompt = vi.fn().mockReturnValue("PROMPT");
const provider = {
generateReconstruction: vi.fn().mockResolvedValue(makeProposal()),
};
const request = makeUpdateRequest();
const result = await updateCase(request, {
buildGraphUpdatePrompt,
provider,
config: MOCK_CONFIG,
});
expect(result.success).toBe(true);
expect(buildGraphUpdatePrompt).toHaveBeenCalledWith({
situationGraph: request.situationGraph,
previousQuestion: request.previousQuestion,
answer: request.answer,
promptVersion: request.promptVersion,
});
expect(provider.generateReconstruction).toHaveBeenCalledWith(
"PROMPT",
"configured",
);
});
it("invalid request prevents provider call", async () => {
const { updateCase } = await import("@/lib/graph/orchestrator.js");
const provider = {
generateReconstruction: vi.fn(),
};
const result = await updateCase(
{ previousQuestion: "Q?", answer: "A" },
{
provider,
config: MOCK_CONFIG,
},
);
expect(result).toMatchObject({
success: false,
stage: "request_validation",
error: "Invalid update-case request",
statusCode: 400,
});
expect(result.validationErrors).toBeInstanceOf(Array);
expect(provider.generateReconstruction).not.toHaveBeenCalled();
});
it("invalid graph prevents provider call", async () => {
const { updateCase } = await import("@/lib/graph/orchestrator.js");
const provider = {
generateReconstruction: vi.fn(),
};
const graph = makeUpdateGraph();
graph.nodes[0].dependsOn.push("missing-node");
const result = await updateCase(
makeUpdateRequest({ situationGraph: graph }),
{
provider,
config: MOCK_CONFIG,
},
);
expect(result).toMatchObject({
success: false,
stage: "graph_validation",
error: "Invalid situation graph",
statusCode: 400,
});
expect(result.graphValidationErrors).toEqual(
expect.arrayContaining([
expect.stringContaining('depends on "missing-node"'),
]),
);
expect(provider.generateReconstruction).not.toHaveBeenCalled();
});
it("prompt includes previous question and answer", async () => {
const { updateCase } = await import("@/lib/graph/orchestrator.js");
const provider = {
generateReconstruction: vi.fn().mockResolvedValue(makeProposal()),
};
const request = makeUpdateRequest();
await updateCase(request, {
provider,
config: MOCK_CONFIG,
});
const prompt = provider.generateReconstruction.mock.calls[0][0];
expect(prompt).toContain(request.previousQuestion);
expect(prompt).toContain(request.answer);
});
it("returns proposal validation failure for malformed JSON", async () => {
const { updateCase } = await import("@/lib/graph/orchestrator.js");
const provider = {
generateReconstruction: vi.fn().mockResolvedValue("{not json"),
};
const result = await updateCase(makeUpdateRequest(), {
provider,
config: MOCK_CONFIG,
});
expect(result).toMatchObject({
success: false,
stage: "proposal_validation",
error: "Invalid graph update proposal",
diagnostics: {
promptVersion: "v0.4",
modelName: "configured",
},
statusCode: 502,
});
expect(result.proposalErrors).toBeInstanceOf(Array);
});
it("returns structured errors for schema-invalid proposal", async () => {
const { updateCase } = await import("@/lib/graph/orchestrator.js");
const provider = {
generateReconstruction: vi.fn().mockResolvedValue({
updatedNodes: [{ nodeId: "n-unknown" }],
}),
};
const result = await updateCase(makeUpdateRequest(), {
provider,
config: MOCK_CONFIG,
});
expect(result.success).toBe(false);
expect(result.stage).toBe("proposal_validation");
expect(result.proposalErrors).toEqual(
expect.arrayContaining([
expect.objectContaining({
path: expect.any(Array),
message: expect.any(String),
}),
]),
);
});
it("includes parser normalisations in diagnostics", async () => {
const { updateCase } = await import("@/lib/graph/orchestrator.js");
const provider = {
generateReconstruction: vi.fn().mockResolvedValue({
updatedNodes: [],
}),
};
const result = await updateCase(makeUpdateRequest(), {
provider,
config: MOCK_CONFIG,
});
expect(result.success).toBe(true);
expect(result.diagnostics.normalisationsApplied).toEqual(
expect.arrayContaining([
expect.objectContaining({
change: "Filled missing optional array with []",
}),
]),
);
});
it("returns structured provider-stage failure", async () => {
const { updateCase } = await import("@/lib/graph/orchestrator.js");
const provider = {
generateReconstruction: vi
.fn()
.mockRejectedValue(new Error("provider offline")),
};
const result = await updateCase(makeUpdateRequest(), {
provider,
config: MOCK_CONFIG,
});
expect(result).toMatchObject({
success: false,
stage: "provider",
error: "Graph update proposal generation failed",
providerErrors: ["provider offline"],
statusCode: 502,
});
});
it("does not mutate the input graph", async () => {
const { updateCase } = await import("@/lib/graph/orchestrator.js");
const provider = {
generateReconstruction: vi.fn().mockResolvedValue(makeProposal()),
};
const request = makeUpdateRequest();
const originalGraph = JSON.parse(JSON.stringify(request.situationGraph));
await updateCase(request, {
provider,
config: MOCK_CONFIG,
});
expect(request.situationGraph).toEqual(originalGraph);
});
it("does not call applyGraphUpdate", async () => {
const utils = await import("@/lib/graph/utils.js");
const applySpy = vi.spyOn(utils, "applyGraphUpdate");
const { updateCase } = await import("@/lib/graph/orchestrator.js");
const provider = {
generateReconstruction: vi.fn().mockResolvedValue(makeProposal()),
};
await updateCase(makeUpdateRequest(), {
provider,
config: MOCK_CONFIG,
});
expect(applySpy).not.toHaveBeenCalled();
applySpy.mockRestore();
});
it("does not invent a next question outside the proposal", async () => {
const { updateCase } = await import("@/lib/graph/orchestrator.js");
const provider = {
generateReconstruction: vi.fn().mockResolvedValue(makeProposal()),
};
const result = await updateCase(makeUpdateRequest(), {
provider,
config: MOCK_CONFIG,
});
expect(result.selectedQuestion).toBeUndefined();
expect(result.nextQuestion).toBeUndefined();
expect(result.proposal.nextQuestion).toBeUndefined();
});
it("returns selectedQuestion from applied update proposal", async () => {
const { updateCase } = await import("@/lib/graph/orchestrator.js");
const provider = {
generateReconstruction: vi.fn().mockResolvedValue(
makeProposal({
addedNodes: [
makeNode({
id: "n-build-decision",
label: "Build Confidence Engine decision",
description: "Decision introduced by the answer.",
kind: "state",
status: "supported",
confidence: "medium",
}),
makeNode({
id: "n-commercial-value",
label: "Commercial value definition",
description:
"Need a concrete definition because the decision depends on it.",
kind: "unknown",
status: "unknown",
confidence: "high",
}),
],
addedEdges: [
{
id: "e-build-commercial-value",
fromNodeId: "n-build-decision",
toNodeId: "n-commercial-value",
relationship: "depends_on",
confidence: "medium",
description:
"The decision depends on commercial value definition.",
},
],
selectedQuestion: {
nodeId: "n-commercial-value",
question:
"How should commercial value be defined for this decision?",
reason: "Consequential unresolved uncertainty remains.",
},
}),
),
};
const result = await updateCase(makeUpdateRequest(), {
provider,
config: MOCK_CONFIG,
applyProposal: true,
});
expect(result.success).toBe(true);
expect(result.selectedQuestion?.nodeId).toBe("n-commercial-value");
expect(result.newActiveUnknownNodeId).toBe("n-commercial-value");
expect(result.selectedQuestion?.question).not.toBe(
"How should commercial value be defined for this decision?",
);
expect(result.selectedQuestion?.question.toLowerCase()).not.toContain(
"how should uncertainty regarding",
);
});
it("deterministically prioritises customer value over pricing follow-up", async () => {
const { updateCase } = await import("@/lib/graph/orchestrator.js");
const provider = {
generateReconstruction: vi.fn().mockResolvedValue(
makeProposal({
addedNodes: [
makeNode({
id: "n-value",
label: "Customer value",
description:
"Need customer value because purchase decisions depend on it.",
kind: "unknown",
status: "unknown",
confidence: "high",
}),
makeNode({
id: "n-price",
label: "Target price point",
description:
"Need a target price point because revenue assumptions depend on it.",
kind: "unknown",
status: "unknown",
confidence: "medium",
dependsOn: ["n-value"],
}),
makeNode({
id: "n-decision",
label: "Build Confidence Engine decision",
description: "Decision introduced by the answer.",
kind: "state",
status: "supported",
confidence: "medium",
}),
],
addedEdges: [
{
id: "e-decision-value",
fromNodeId: "n-decision",
toNodeId: "n-value",
relationship: "depends_on",
confidence: "medium",
description: "The decision depends on customer value.",
},
{
id: "e-value-price",
fromNodeId: "n-value",
toNodeId: "n-price",
relationship: "depends_on",
confidence: "medium",
description: "Pricing depends on customer value.",
},
{
id: "e-decision-price",
fromNodeId: "n-decision",
toNodeId: "n-price",
relationship: "depends_on",
confidence: "low",
description: "The decision references pricing assumptions.",
},
],
selectedQuestion: {
nodeId: "n-price",
question: "What is the price point?",
reason: "Model chose pricing.",
},
}),
),
};
const result = await updateCase(makeUpdateRequest(), {
provider,
config: MOCK_CONFIG,
applyProposal: true,
});
expect(result.success).toBe(true);
expect(result.selectedQuestion?.nodeId).toBe("n-value");
});
it("defaults to proposal-only mode", async () => {
const { updateCase } = await import("@/lib/graph/orchestrator.js");
const applyValidatedProposal = vi.fn();
const provider = {
generateReconstruction: vi.fn().mockResolvedValue(makeProposal()),
};
const result = await updateCase(makeUpdateRequest(), {
provider,
config: MOCK_CONFIG,
applyValidatedProposal,
});
expect(result.success).toBe(true);
expect(result.stage).toBe("proposal_ready");
expect(applyValidatedProposal).not.toHaveBeenCalled();
});
it("applies the proposal only when explicitly enabled", async () => {
const { updateCase } = await import("@/lib/graph/orchestrator.js");
const request = makeUpdateRequest({
situationGraph: makeGraph({
centralStatement:
"Complaint counts increased while production also increased.",
nodes: [
makeNode({
id: "n-rate",
label: "Complaint rate",
description: "Need complaint rate",
kind: "unknown",
status: "unknown",
confidence: "high",
affects: ["n-conclusion"],
}),
makeNode({
id: "n-other-unknown",
label: "Other unknown",
description: "Another unresolved unknown",
kind: "unknown",
status: "unknown",
confidence: "medium",
}),
makeNode({
id: "n-conclusion",
label: "Quality deterioration",
description: "Quality conclusion",
kind: "conclusion",
status: "supported",
confidence: "medium",
dependsOn: ["n-rate"],
}),
],
edges: [],
activeUnknownNodeId: "n-rate",
resolvedNodeIds: [],
currentSummary: "Initial summary",
}),
});
const provider = {
generateReconstruction: vi.fn().mockResolvedValue({
addedNodes: [],
updatedNodes: [
{
nodeId: "n-rate",
previousStatus: "unknown",
newStatus: "resolved",
previousValue: "2.0 complaints per 100 units",
newValue: "1.9 complaints per 100 units",
reason: "The answer provides the updated rate.",
},
{
nodeId: "n-conclusion",
previousStatus: "supported",
newStatus: "weakened",
previousValue: null,
newValue: null,
reason: "The updated rate weakens the conclusion.",
},
],
addedEdges: [],
removedEdgeIds: [],
resolvedUnknownNodeIds: ["n-rate"],
affectedNodeIds: ["n-conclusion"],
}),
};
const result = await updateCase(request, {
provider,
config: MOCK_CONFIG,
applyProposal: true,
});
expect(result).toMatchObject({
success: true,
stage: "update_applied",
affectedNodeIds: expect.arrayContaining(["n-rate", "n-conclusion"]),
resolvedUnknownNodeIds: ["n-rate"],
previousActiveUnknownNodeId: "n-rate",
newActiveUnknownNodeId: "n-other-unknown",
});
expect(validateGraphReferences(result.updatedSituationGraph)).toEqual({
valid: true,
errors: [],
});
});
it("startCase behaviour remains unchanged", async () => {
mockAnalyseScenario.mockResolvedValue(makeAnalysisResult());
const { startCase } = await import("@/lib/graph/orchestrator.js");
const result = await startCase({ scenario: "Scenario text" });
expect(result.success).toBe(true);
expect(result.selectedQuestion).toEqual({
id: "q-1",
question: "What denominator is being used for the complaint rate?",
});
});
});