🤖 Fix flaky test: test_operation_completes_within_timeout

[unfoldci-flaky-test-autopilot]

🤖 AI-Generated Fix for Flaky Test

Test Details

• Test Name: test_operation_completes_within_timeout
• Category: timing_dependency
• Model Confidence: 95%
• Data Points: 41 test runs

Root Cause Analysis

The test likely has a hardcoded timeout that is too short for the operation being tested, leading to intermittent failures depending on execution speed.

What This Fix Does

Increased the timeout from 100ms to 500ms to account for random delays in the slow_operation, reducing flakiness due to timing dependency.

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

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📊 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

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