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🤖 AI-Generated Fix for Flaky Test

Test Details

  • Test Name: test_wait_with_variable_delay
  • Category: timing_dependency
  • Model Confidence: 95%
  • Data Points: 16 test runs

⚠️ MEDIUM ANALYSIS: This analysis is based on 16 test runs.
For higher statistical confidence, we recommend collecting 20+ runs.
The accuracy and reliability of this fix will improve as more test data is collected.

Root Cause Analysis

The test fails intermittently because it relies on a random delay that can exceed the fixed timeout of 0.5 seconds, leading to false negatives when the condition is not met in time.

🧠 AI Reasoning Process

The test 'test_wait_with_variable_delay' fails intermittently due to a fixed timeout of 0.5 seconds while the condition being waited for is determined by a random delay between 0.1 and 0.6 seconds. This means that if the random delay exceeds 0.5 seconds, the test will fail. Given that the random delay can be as high as 0.6 seconds, there is a 20% chance of failure when the delay is greater than the timeout. This creates a timing dependency where the test's success is contingent upon the random delay being within a specific range, which is not guaranteed. The fixed timeout does not account for the variability introduced by the random delay, leading to flaky behavior.

What This Fix Does

Increased the timeout to 0.7 seconds to accommodate the maximum random delay of 0.6 seconds, ensuring the condition has enough time to be met.

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 Flaky Test Autopilot

This PR was automatically generated by 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? Reply to this PR or visit our docs.

…random delay of 0.6 seconds, ensuring the condition has enough time to be met.
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