Microsoft AB-100 Cross-Application Testing and Test Generation Practice Test

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Microsoft AB-100 Cross-Application Testing and Test Generation Practice Test

Topic 12 covers Cross-Application Testing and Test Generation for Microsoft AB-100, using the current skills measured as of July 22, 2026 and primary Microsoft documentation. For broader exam preparation, review the AB-100 Exam Dumps page. These are original practice questions, and every option includes a scenario-specific explanation.

Question 1

A production-readiness check identifies sales-to-order state transitions across applications as the remaining risk. Which action best reduces that risk?

Version generated test assets with reviewed changes.
Protect sensitive data when producing test fixtures.
Test sales-to-order state transitions across applications.
Test stale reference data arriving from another app.
Test a rollout where one app remains on the old contract.

Correct Answer: C

Correct Answer

Answer C is correct because This is correct because it applies the reserved architecture decision—test sales-to-order state transitions across applications—to the decisive constraint in the scenario. It keeps the action at the appropriate cross-application testing and test generation boundary and produces a result that can be verified before wider deployment.

Incorrect Answers

Answer A is incorrect because This is not the best choice because it addresses the adjacent decision ‘version generated test assets with reviewed changes’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer B is incorrect because This is not the best choice because it addresses the adjacent decision ‘protect sensitive data when producing test fixtures’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer D is incorrect because This is not the best choice because it addresses the adjacent decision ‘test stale reference data arriving from another app’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer E is incorrect because This is not the best choice because it addresses the adjacent decision ‘test a rollout where one app remains on the old contract’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Question 2

The architecture team must document a decision about service-to-finance handoff with consistent customer identity. A prior pilot did not resolve this point. Which action is most appropriate?

Confirm full process completion beyond a successful agent response.
Validate an end-to-end human approval gate.
Revalidate generated tests after a requirement revision.
Trace each generated case to a requirement.
Test service-to-finance handoff with consistent customer identity.

Correct Answer: E

Correct Answer

Answer E is correct because This is correct because it applies the reserved architecture decision—test service-to-finance handoff with consistent customer identity—to the decisive constraint in the scenario. It keeps the action at the appropriate cross-application testing and test generation boundary and produces a result that can be verified before wider deployment.

Incorrect Answers

Answer A is incorrect because This is not the best choice because it addresses the adjacent decision ‘confirm full process completion beyond a successful agent response’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer B is incorrect because This is not the best choice because it addresses the adjacent decision ‘validate an end-to-end human approval gate’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer C is incorrect because This is not the best choice because it addresses the adjacent decision ‘revalidate generated tests after a requirement revision’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer D is incorrect because This is not the best choice because it addresses the adjacent decision ‘trace each generated case to a requirement’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Question 3

A pilot for cross-application testing and test generation reaches a decision point for the end-to-end release team. The review has identified a specific issue: verify a cross-app process after a partial commit. Which decision is most appropriate?

Test recovery after one application is unavailable.
Verify a cross-app process after a partial commit.
Generate test candidates from explicit acceptance requirements.
Detect invented product capabilities in a generated test.
Test sales-to-order state transitions across applications.

Correct Answer: B

Correct Answer

Answer B is correct because This is correct because it applies the reserved architecture decision—verify a cross-app process after a partial commit—to the decisive constraint in the scenario. It keeps the action at the appropriate cross-application testing and test generation boundary and produces a result that can be verified before wider deployment.

Incorrect Answers

Answer A is incorrect because This is not the best choice because it addresses the adjacent decision ‘test recovery after one application is unavailable’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer C is incorrect because This is not the best choice because it addresses the adjacent decision ‘generate test candidates from explicit acceptance requirements’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer D is incorrect because This is not the best choice because it addresses the adjacent decision ‘detect invented product capabilities in a generated test’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer E is incorrect because This is not the best choice because it addresses the adjacent decision ‘test sales-to-order state transitions across applications’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Question 4

A Dynamics integration team is reviewing cross-application testing and test generation. Existing evidence is insufficient to make a safe release or architecture decision about compensation when a later transaction step fails. Which decision is most appropriate?

Review generated assertions against the business specification.
Treat test-generation assistance separately from acceptance authority and evaluate each with its own evidence.
Test compensation when a later transaction step fails.
Exercise the complete cross-application business state transition and verify both success and compensation/failure paths.
Verify correlation IDs across app and agent boundaries.

Correct Answer: C

Correct Answer

Answer C is correct because This is correct because it applies the reserved architecture decision—test compensation when a later transaction step fails—to the decisive constraint in the scenario. It keeps the action at the appropriate cross-application testing and test generation boundary and produces a result that can be verified before wider deployment.

Incorrect Answers

Answer A is incorrect because This is not the best choice because it addresses the adjacent decision ‘review generated assertions against the business specification’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer B is incorrect because This is not the best choice because it addresses the adjacent decision ‘separate test-generation assistance from acceptance authority’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer D is incorrect because This is a useful verification step after the primary architecture decision, but it does not by itself resolve the decision the scenario asks for. The design choice must be made first, and this evidence can then confirm that the chosen approach behaves as intended.

Answer E is incorrect because This is not the best choice because it addresses the adjacent decision ‘verify correlation ids across app and agent boundaries’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Question 5

The solution currently has no defensible decision for permissions at every application boundary. Which recommendation best closes that gap?

Test concurrent updates to the same business object.
Version generated test assets with reviewed changes.
Validate permissions at every application boundary.
Reject generated cases that repeat the same decision.
Verify a cross-app process after a partial commit.

Correct Answer: C

Correct Answer

Answer C is correct because This is correct because it applies the reserved architecture decision—validate permissions at every application boundary—to the decisive constraint in the scenario. It keeps the action at the appropriate cross-application testing and test generation boundary and produces a result that can be verified before wider deployment.

Incorrect Answers

Answer A is incorrect because This is not the best choice because it addresses the adjacent decision ‘test concurrent updates to the same business object’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer B is incorrect because This is not the best choice because it addresses the adjacent decision ‘version generated test assets with reviewed changes’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer D is incorrect because This is not the best choice because it addresses the adjacent decision ‘reject generated cases that repeat the same decision’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer E is incorrect because This is not the best choice because it addresses the adjacent decision ‘verify a cross-app process after a partial commit’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Question 6

The solution currently has no defensible decision for duplicate event delivery across integrated apps. Which recommendation best closes that gap?

Test duplicate event delivery across integrated apps.
Test compensation when a later transaction step fails.
Revalidate generated tests after a requirement revision.
Validate business reconciliation after eventual consistency.
Add negative cases missing from generated happy paths.

Correct Answer: A

Correct Answer

Answer A is correct because This is correct because it applies the reserved architecture decision—test duplicate event delivery across integrated apps—to the decisive constraint in the scenario. It keeps the action at the appropriate cross-application testing and test generation boundary and produces a result that can be verified before wider deployment.

Incorrect Answers

Answer B is incorrect because This is not the best choice because it addresses the adjacent decision ‘test compensation when a later transaction step fails’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer D is incorrect because This is not the best choice because it addresses the adjacent decision ‘validate business reconciliation after eventual consistency’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer E is incorrect because This is not the best choice because it addresses the adjacent decision ‘add negative cases missing from generated happy paths’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Question 7

A Dynamics integration team is reviewing cross-application testing and test generation. The review has identified a specific issue: verify time-zone interpretation in a cross-region process. What is the best design choice?

Verify time-zone interpretation in a cross-region process.
Validate permissions at every application boundary.
Test sales-to-order state transitions across applications.
Protect sensitive data when producing test fixtures.
Test a rollout where one app remains on the old contract.

Correct Answer: A

Correct Answer

Answer A is correct because This is correct because it applies the reserved architecture decision—verify time-zone interpretation in a cross-region process—to the decisive constraint in the scenario. It keeps the action at the appropriate cross-application testing and test generation boundary and produces a result that can be verified before wider deployment.

Incorrect Answers

Answer B is incorrect because This is not the best choice because it addresses the adjacent decision ‘validate permissions at every application boundary’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer C is incorrect because This is not the best choice because it addresses the adjacent decision ‘test sales-to-order state transitions across applications’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer D is incorrect because This is not the best choice because it addresses the adjacent decision ‘protect sensitive data when producing test fixtures’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Question 8

A test automation group is reviewing cross-application testing and test generation. Existing evidence is insufficient to make a safe release or architecture decision about stale reference data arriving from another app. Which approach best fits the requirement?

Test stale reference data arriving from another app.
Trace each generated case to a requirement.
Test service-to-finance handoff with consistent customer identity.
Exercise the complete cross-application business state transition and verify both success and compensation/failure paths.
Confirm full process completion beyond a successful agent response.

Correct Answer: A

Correct Answer

Answer A is correct because This is correct because it applies the reserved architecture decision—test stale reference data arriving from another app—to the decisive constraint in the scenario. It keeps the action at the appropriate cross-application testing and test generation boundary and produces a result that can be verified before wider deployment.

Incorrect Answers

Answer B is incorrect because This is not the best choice because it addresses the adjacent decision ‘trace each generated case to a requirement’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer C is incorrect because This is not the best choice because it addresses the adjacent decision ‘test service-to-finance handoff with consistent customer identity’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer E is incorrect because This is not the best choice because it addresses the adjacent decision ‘confirm full process completion beyond a successful agent response’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Question 9

An end-to-end release team is reviewing cross-application testing and test generation. Existing evidence is insufficient to make a safe release or architecture decision about an end-to-end human approval gate. Which approach best fits the requirement?

Verify time-zone interpretation in a cross-region process.
Generate test candidates from explicit acceptance requirements.
Verify a cross-app process after a partial commit.
Detect invented product capabilities in a generated test.
Validate an end-to-end human approval gate.

Correct Answer: E

Correct Answer

Answer E is correct because This is correct because it applies the reserved architecture decision—validate an end-to-end human approval gate—to the decisive constraint in the scenario. It keeps the action at the appropriate cross-application testing and test generation boundary and produces a result that can be verified before wider deployment.

Incorrect Answers

Answer A is incorrect because This is not the best choice because it addresses the adjacent decision ‘verify time-zone interpretation in a cross-region process’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer B is incorrect because This is not the best choice because it addresses the adjacent decision ‘generate test candidates from explicit acceptance requirements’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer C is incorrect because This is not the best choice because it addresses the adjacent decision ‘verify a cross-app process after a partial commit’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Question 10

A cross-application process spans Dynamics 365 Sales and a downstream order application. Testers have validated the normal path but have not exercised the case where the order application is unavailable after Sales has already committed its step. Which test scenario is most important next?

Treat test-generation assistance separately from acceptance authority and evaluate each with its own evidence.
Review generated assertions against the business specification.
Test stale reference data arriving from another app.
Test recovery after one application is unavailable.
Test compensation when a later transaction step fails.

Correct Answer: D

Correct Answer

Answer D is correct because This is correct because it applies the reserved architecture decision—test recovery after one application is unavailable—to the decisive constraint in the scenario. It keeps the action at the appropriate cross-application testing and test generation boundary and produces a result that can be verified before wider deployment.

Incorrect Answers

Answer A is incorrect because This is not the best choice because it addresses the adjacent decision ‘separate test-generation assistance from acceptance authority’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer B is incorrect because This is not the best choice because it addresses the adjacent decision ‘review generated assertions against the business specification’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer C is incorrect because This is not the best choice because it addresses the adjacent decision ‘test stale reference data arriving from another app’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer E is incorrect because This is not the best choice because it addresses the adjacent decision ‘test compensation when a later transaction step fails’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Question 11

During a design workshop on cross-application testing and test generation, the test automation group identifies a constraint. The review has identified a specific issue: verify correlation IDs across app and agent boundaries. Which decision is most appropriate?

Reject generated cases that repeat the same decision.
Version generated test assets with reviewed changes.
Validate an end-to-end human approval gate.
Validate permissions at every application boundary.
Verify correlation IDs across app and agent boundaries.

Correct Answer: E

Correct Answer

Answer E is correct because This is correct because it applies the reserved architecture decision—verify correlation IDs across app and agent boundaries—to the decisive constraint in the scenario. It keeps the action at the appropriate cross-application testing and test generation boundary and produces a result that can be verified before wider deployment.

Incorrect Answers

Answer A is incorrect because This is not the best choice because it addresses the adjacent decision ‘reject generated cases that repeat the same decision’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer C is incorrect because This is not the best choice because it addresses the adjacent decision ‘validate an end-to-end human approval gate’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer D is incorrect because This is not the best choice because it addresses the adjacent decision ‘validate permissions at every application boundary’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Question 12

Two applications can update different fields on the same customer record during the same business process. The integration team has only tested sequential changes. Which test should be added before production?

Exercise the complete cross-application business state transition and verify both success and compensation/failure paths.
Add negative cases missing from generated happy paths.
Test concurrent updates to the same business object.
Revalidate generated tests after a requirement revision.
Test duplicate event delivery across integrated apps.

Correct Answer: C

Correct Answer

Answer C is correct because This is correct because it applies the reserved architecture decision—test concurrent updates to the same business object—to the decisive constraint in the scenario. It keeps the action at the appropriate cross-application testing and test generation boundary and produces a result that can be verified before wider deployment.

Incorrect Answers

Answer A is incorrect because This is a useful verification step after the primary architecture decision, but it does not by itself resolve the decision the scenario asks for. The design choice must be made first, and this evidence can then confirm that the chosen approach behaves as intended.

Answer B is incorrect because This is not the best choice because it addresses the adjacent decision ‘add negative cases missing from generated happy paths’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer D is incorrect because This is not the best choice because it addresses the adjacent decision ‘revalidate generated tests after a requirement revision’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer E is incorrect because This is not the best choice because it addresses the adjacent decision ‘test duplicate event delivery across integrated apps’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Question 13

The architecture team must document a decision about business reconciliation after eventual consistency. A prior pilot did not resolve this point. Which action is most appropriate?

Verify correlation IDs across app and agent boundaries.
Protect sensitive data when producing test fixtures.
Verify time-zone interpretation in a cross-region process.
Test sales-to-order state transitions across applications.
Validate business reconciliation after eventual consistency.

Correct Answer: E

Correct Answer

Answer E is correct because This is correct because it applies the reserved architecture decision—validate business reconciliation after eventual consistency—to the decisive constraint in the scenario. It keeps the action at the appropriate cross-application testing and test generation boundary and produces a result that can be verified before wider deployment.

Incorrect Answers

Answer A is incorrect because This is not the best choice because it addresses the adjacent decision ‘verify correlation ids across app and agent boundaries’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer C is incorrect because This is not the best choice because it addresses the adjacent decision ‘verify time-zone interpretation in a cross-region process’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer D is incorrect because This is not the best choice because it addresses the adjacent decision ‘test sales-to-order state transitions across applications’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Question 14

A production-readiness review of cross-application testing and test generation gives the Dynamics integration team new evidence. Existing evidence is insufficient to make a safe release or architecture decision about a rollout where one app remains on the old contract. What should the architect recommend?

Trace each generated case to a requirement.
Test a rollout where one app remains on the old contract.
Test concurrent updates to the same business object.
Test service-to-finance handoff with consistent customer identity.
Test stale reference data arriving from another app.

Correct Answer: B

Correct Answer

Answer B is correct because This is correct because it applies the reserved architecture decision—test a rollout where one app remains on the old contract—to the decisive constraint in the scenario. It keeps the action at the appropriate cross-application testing and test generation boundary and produces a result that can be verified before wider deployment.

Incorrect Answers

Answer A is incorrect because This is not the best choice because it addresses the adjacent decision ‘trace each generated case to a requirement’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer C is incorrect because This is not the best choice because it addresses the adjacent decision ‘test concurrent updates to the same business object’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer D is incorrect because This is not the best choice because it addresses the adjacent decision ‘test service-to-finance handoff with consistent customer identity’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer E is incorrect because This is not the best choice because it addresses the adjacent decision ‘test stale reference data arriving from another app’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Question 15

A pilot for cross-application testing and test generation reaches a decision point for the cross-application test program. The review has identified a specific issue: confirm full process completion beyond a successful agent response. Which decision is most appropriate?

Confirm full process completion beyond a successful agent response.
Validate business reconciliation after eventual consistency.
Verify a cross-app process after a partial commit.
Detect invented product capabilities in a generated test.
Validate an end-to-end human approval gate.

Correct Answer: A

Correct Answer

Answer A is correct because This is correct because it applies the reserved architecture decision—confirm full process completion beyond a successful agent response—to the decisive constraint in the scenario. It keeps the action at the appropriate cross-application testing and test generation boundary and produces a result that can be verified before wider deployment.

Incorrect Answers

Answer B is incorrect because This is not the best choice because it addresses the adjacent decision ‘validate business reconciliation after eventual consistency’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer E is incorrect because This is not the best choice because it addresses the adjacent decision ‘validate an end-to-end human approval gate’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Question 16

A production-readiness review of cross-application testing and test generation gives the Dynamics integration team new evidence. The review has identified a specific issue: generate test candidates from explicit acceptance requirements. Which decision is most appropriate?

Exercise the complete cross-application business state transition and verify both success and compensation/failure paths.
Treat test-generation assistance separately from acceptance authority and evaluate each with its own evidence.
Generate test candidates from explicit acceptance requirements.
Test recovery after one application is unavailable.
Test compensation when a later transaction step fails.

Correct Answer: C

Correct Answer

Answer C is correct because This is correct because it applies the reserved architecture decision—generate test candidates from explicit acceptance requirements—to the decisive constraint in the scenario. It keeps the action at the appropriate cross-application testing and test generation boundary and produces a result that can be verified before wider deployment.

Incorrect Answers

Answer D is incorrect because This is not the best choice because it addresses the adjacent decision ‘test recovery after one application is unavailable’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Question 17

The business requirement is clear, but the current design leaves generated assertions against the business specification unsettled. What should the architect recommend?

Validate permissions at every application boundary.
Review generated assertions against the business specification.
Verify correlation IDs across app and agent boundaries.
Version generated test assets with reviewed changes.
Confirm full process completion beyond a successful agent response.

Correct Answer: B

Correct Answer

Answer B is correct because This is correct because it applies the reserved architecture decision—review generated assertions against the business specification—to the decisive constraint in the scenario. It keeps the action at the appropriate cross-application testing and test generation boundary and produces a result that can be verified before wider deployment.

Incorrect Answers

Answer A is incorrect because This is not the best choice because it addresses the adjacent decision ‘validate permissions at every application boundary’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer C is incorrect because This is not the best choice because it addresses the adjacent decision ‘verify correlation ids across app and agent boundaries’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer D is incorrect because This is not the best choice because it addresses the adjacent decision ‘version generated test assets with reviewed changes’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Question 18

The business-process QA group is preparing an architecture decision record for cross-application testing and test generation. The review has identified a specific issue: reject generated cases that repeat the same decision. What is the best design choice?

Generate test candidates from explicit acceptance requirements.
Revalidate generated tests after a requirement revision.
Test duplicate event delivery across integrated apps.
Test concurrent updates to the same business object.
Reject generated cases that repeat the same decision.

Correct Answer: E

Correct Answer

Answer E is correct because This is correct because it applies the reserved architecture decision—reject generated cases that repeat the same decision—to the decisive constraint in the scenario. It keeps the action at the appropriate cross-application testing and test generation boundary and produces a result that can be verified before wider deployment.

Incorrect Answers

Answer A is incorrect because This is not the best choice because it addresses the adjacent decision ‘generate test candidates from explicit acceptance requirements’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer B is incorrect because This is not the best choice because it addresses the adjacent decision ‘revalidate generated tests after a requirement revision’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer C is incorrect because This is not the best choice because it addresses the adjacent decision ‘test duplicate event delivery across integrated apps’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer D is incorrect because This is not the best choice because it addresses the adjacent decision ‘test concurrent updates to the same business object’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Question 19

Before a wider rollout of cross-application testing and test generation, the end-to-end release team reviews the current evidence. The review has identified a specific issue: add negative cases missing from generated happy paths. Which approach best fits the requirement?

Add negative cases missing from generated happy paths.
Test sales-to-order state transitions across applications.
Validate business reconciliation after eventual consistency.
Review generated assertions against the business specification.
Verify time-zone interpretation in a cross-region process.

Correct Answer: A

Correct Answer

Answer A is correct because This is correct because it applies the reserved architecture decision—add negative cases missing from generated happy paths—to the decisive constraint in the scenario. It keeps the action at the appropriate cross-application testing and test generation boundary and produces a result that can be verified before wider deployment.

Incorrect Answers

Answer B is incorrect because This is not the best choice because it addresses the adjacent decision ‘test sales-to-order state transitions across applications’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer C is incorrect because This is not the best choice because it addresses the adjacent decision ‘validate business reconciliation after eventual consistency’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer D is incorrect because This is not the best choice because it addresses the adjacent decision ‘review generated assertions against the business specification’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer E is incorrect because This is not the best choice because it addresses the adjacent decision ‘verify time-zone interpretation in a cross-region process’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Question 20

During a design workshop on cross-application testing and test generation, the Dynamics integration team identifies a constraint. The unresolved requirement concerns producing test fixtures. The current design does not yet establish how sensitive data should be handled. What should the architect recommend?

Test stale reference data arriving from another app.
Protect sensitive data when producing test fixtures.
Exercise the complete cross-application business state transition and verify both success and compensation/failure paths.
Test service-to-finance handoff with consistent customer identity.
Keep test data and expected state transitions explicit so a fluent response cannot be mistaken for successful business completion.

Correct Answer: B

Correct Answer

Answer B is correct because This is correct because it applies the reserved architecture decision—protect sensitive data when producing test fixtures—to the decisive constraint in the scenario. It keeps the action at the appropriate cross-application testing and test generation boundary and produces a result that can be verified before wider deployment.

Incorrect Answers

Answer A is incorrect because This is not the best choice because it addresses the adjacent decision ‘test stale reference data arriving from another app’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer C is incorrect because This is a useful verification step after the primary architecture decision, but it does not by itself resolve the decision the scenario asks for. The design choice must be made first, and this evidence can then confirm that the chosen approach behaves as intended.

Answer E is incorrect because This safeguard can be important in a broader production design, but it is a supporting control rather than the primary decision required by this scenario. Selecting it alone would leave the core architecture choice unresolved.

Question 21

Before a wider rollout of cross-application testing and test generation, the test automation group reviews the current evidence. The review has identified a specific issue: trace each generated case to a requirement. Which approach best fits the requirement?

Validate an end-to-end human approval gate.
Confirm full process completion beyond a successful agent response.
Verify a cross-app process after a partial commit.
Trace each generated case to a requirement.
Add negative cases missing from generated happy paths.

Correct Answer: D

Correct Answer

Answer D is correct because This is correct because it applies the reserved architecture decision—trace each generated case to a requirement—to the decisive constraint in the scenario. It keeps the action at the appropriate cross-application testing and test generation boundary and produces a result that can be verified before wider deployment.

Incorrect Answers

Answer A is incorrect because This is not the best choice because it addresses the adjacent decision ‘validate an end-to-end human approval gate’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer B is incorrect because This is not the best choice because it addresses the adjacent decision ‘confirm full process completion beyond a successful agent response’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Question 22

A pilot for cross-application testing and test generation reaches a decision point for the Dynamics integration team. The current solution leaves invented product capabilities in a generated test unresolved, and the gap is now affecting the stated business or technical requirement. What should the architect recommend?

Detect invented product capabilities in a generated test.
Test compensation when a later transaction step fails.
Test recovery after one application is unavailable.
Protect sensitive data when producing test fixtures.
Generate test candidates from explicit acceptance requirements.

Correct Answer: A

Correct Answer

Answer A is correct because This is correct because it applies the reserved architecture decision—detect invented product capabilities in a generated test—to the decisive constraint in the scenario. It keeps the action at the appropriate cross-application testing and test generation boundary and produces a result that can be verified before wider deployment.

Incorrect Answers

Answer C is incorrect because This is not the best choice because it addresses the adjacent decision ‘test recovery after one application is unavailable’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer E is incorrect because This is not the best choice because it addresses the adjacent decision ‘generate test candidates from explicit acceptance requirements’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Question 23

A cross-application test program is reviewing cross-application testing and test generation. Stakeholders are treating test-generation assistance and acceptance authority as the same decision, which is obscuring the actual control boundary. Which approach best fits the requirement?

Separate test-generation assistance from acceptance authority.
Verify correlation IDs across app and agent boundaries.
Trace each generated case to a requirement.
Validate permissions at every application boundary.
Review generated assertions against the business specification.

Correct Answer: A

Correct Answer

Answer A is correct because This is correct because it applies the reserved architecture decision—separate test-generation assistance from acceptance authority—to the decisive constraint in the scenario. It keeps the action at the appropriate cross-application testing and test generation boundary and produces a result that can be verified before wider deployment.

Incorrect Answers

Answer B is incorrect because This is not the best choice because it addresses the adjacent decision ‘verify correlation ids across app and agent boundaries’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer C is incorrect because This is not the best choice because it addresses the adjacent decision ‘trace each generated case to a requirement’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer E is incorrect because This is not the best choice because it addresses the adjacent decision ‘review generated assertions against the business specification’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Question 24

The test automation group is preparing an architecture decision record for cross-application testing and test generation. The unresolved requirement concerns reviewed changes. The current design does not yet establish how generated test assets should be handled. What is the best design choice?

Test concurrent updates to the same business object.
Test duplicate event delivery across integrated apps.
Reject generated cases that repeat the same decision.
Version generated test assets with reviewed changes.
Exercise the complete cross-application business state transition and verify both success and compensation/failure paths.

Correct Answer: D

Correct Answer

Answer D is correct because This is correct because it applies the reserved architecture decision—version generated test assets with reviewed changes—to the decisive constraint in the scenario. It keeps the action at the appropriate cross-application testing and test generation boundary and produces a result that can be verified before wider deployment.

Incorrect Answers

Answer B is incorrect because This is not the best choice because it addresses the adjacent decision ‘test duplicate event delivery across integrated apps’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer C is incorrect because This is not the best choice because it addresses the adjacent decision ‘reject generated cases that repeat the same decision’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer E is incorrect because This is a useful verification step after the primary architecture decision, but it does not by itself resolve the decision the scenario asks for. The design choice must be made first, and this evidence can then confirm that the chosen approach behaves as intended.

Question 25

The end-to-end release team is preparing an architecture decision record for cross-application testing and test generation. The review has identified a specific issue: revalidate generated tests after a requirement revision. Which decision is most appropriate?

Add negative cases missing from generated happy paths.
Validate business reconciliation after eventual consistency.
Revalidate generated tests after a requirement revision.
Treat test-generation assistance separately from acceptance authority and evaluate each with its own evidence.
Verify time-zone interpretation in a cross-region process.

Correct Answer: C

Correct Answer

Answer C is correct because This is correct because it applies the reserved architecture decision—revalidate generated tests after a requirement revision—to the decisive constraint in the scenario. It keeps the action at the appropriate cross-application testing and test generation boundary and produces a result that can be verified before wider deployment.

Incorrect Answers

Answer A is incorrect because This is not the best choice because it addresses the adjacent decision ‘add negative cases missing from generated happy paths’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

Answer D is incorrect because This is not the best choice because it addresses the adjacent decision ‘separate test-generation assistance from acceptance authority’ rather than the scenario’s decisive requirement. Although that action can be valid within cross-application testing and test generation, selecting it here would leave the stated constraint unresolved or move the design to the wrong stage.

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