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🤖 AI-Generated Fix for Flaky Test

Test Details

  • Test Name: test_external_api_response_time
  • Category: network_flake
  • Model Confidence: 95%
  • Data Points: 40 test runs

Root Cause Analysis

The test is dependent on the response time of an external API, which can vary due to network conditions or server load, leading to sporadic failures.

What This Fix Does

Increased the timeout from 100ms to 200ms to account for network variability and reduce flakiness due to random latency spikes.

AI Model Information

  • Analysis Engine: Custom fine-tuned multimodal LLM specialized for flaky test detection
  • Fix Generator: Production-grade AI trained on thousands of test suite patterns
  • Architecture: Hybrid ensemble combining multiple state-of-the-art models

📊 How to Review This Fix
  1. Check the changes - Review the diff to ensure it makes sense
  2. Run tests locally - Verify the test passes consistently
  3. Test edge cases - Consider if the fix handles all scenarios
  4. Merge if satisfied - The fix should eliminate the flakiness
🔧 About UnfoldCI Flaky Test Autopilot

This PR was automatically generated by UnfoldCI Flaky Test Autopilot after detecting that this test fails intermittently.

  • Pass Rate: Below 95% over last 100 runs
  • Detection: Statistical analysis (binomial test)
  • Fix Generation: AI analyzed your test and application code

Questions? visit our docs.

… variability and reduce flakiness due to random latency spikes.
@codemachine8 codemachine8 merged commit 3a7b8d1 into main Dec 27, 2025
10 checks passed
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2 participants