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Leverage AI to generate test reports and user scenarios for alpha error handling workflow #7105

Description

@hemarina

Summary

Leverage AI to generate comprehensive test reports and user scenario coverage for the alpha feature error handling workflow. Review and fix gaps identified by AI analysis to prepare for a second round of internal feedback.

Goals

  1. AI-generated test reports — Use AI to analyze the current error handling workflow and produce detailed test coverage reports, identifying untested paths and edge cases.
  2. User scenario generation — Use AI to generate realistic user scenarios that exercise the error handling pipeline end-to-end, covering all three error categories (AzureContextAndOtherError, MachineContextError, UserContextError).
  3. Gap analysis and fixes — Review AI-suggested gaps in the current test suite and error handling logic, then implement fixes to close those gaps.
  4. Prepare for second round of internal feedback — Ensure the error handling workflow is robust and well-tested before soliciting another round of internal feedback.

Scope

Test Report Generation

  • Use AI to analyze existing tests in cli/azd/cmd/middleware/error_test.go and identify coverage gaps
  • Generate a test coverage report for the error classification logic (classifyError())
  • Generate a test coverage report for the agent response workflow (ErrorMiddleware)
  • Identify missing error scenarios not covered by current tests

User Scenario Testing

  • Generate user scenarios for the agentic error analysis flow (AzureContextAndOtherError)
  • Generate user scenarios for machine context errors (missing tools, version mismatches)
  • Generate user scenarios for user context errors (auth failures, environment issues)
  • Generate user scenarios for control-flow errors that should be skipped (shouldSkipErrorAnalysis)
  • Generate scenarios for edge cases: wrapped errors, chained errors, concurrent errors

Gap Fixes

  • Review AI-identified gaps and prioritize fixes
  • Implement missing test cases
  • Fix any error handling logic issues discovered during analysis
  • Validate fixes pass all existing and new tests

Internal Feedback Prep

  • Document known limitations and open questions
  • Prepare summary of changes since first feedback round
  • Ensure alpha feature flag gating works correctly for all scenarios

Context

  • Error handling middleware: cli/azd/cmd/middleware/error.go
  • Error handling tests: cli/azd/cmd/middleware/error_test.go
  • Alpha feature management: cli/azd/pkg/alpha/
  • Agent integration: cli/azd/internal/agent/

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