The Problem
Automated generation and traffic recording quickly inflate test suites. Teams ended up with thousands of redundant cases, long CI times, and slower feedback.
What's New
Keploy uses AI to detect and remove duplicate and overlapping tests while preserving coverage.
Curious to see it in action? Try Regression Testing yourself for more information.
Duplicate Tests
01Identical requests testing the same endpoint
Overlapping Coverage
02Multiple tests asserting the same behavior
Redundant Flows
03Similar flows with minor variations
Subset Tests
04Fully covered by more comprehensive ones
Keploy uses AI to trim redundant tests — making suites leaner, faster, and more efficient for CI/CD.
Optimization Impact
−34%Test Volume2,000 → 1,317 tests
−40%CI Time40m → 24m
100%ReliabilityFull Coverage Retained
Before vs After
Before
Unoptimized Suite
- 2,000 tests with 683 duplicates
- CI took ~40 minutes
- Hard to trace real failures
→
After
Optimized Suite
- 1,317 tests optimized
- Execution 40% faster
- Coverage 98% → 98% (unchanged)
