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Keploy.io · Feb 5, 2026

CI Bloat of Redundant Tests

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Neha Gupta · Keploy.io

Your test suite started with 50 tests.
Now it’s 847 tests, and CI takes 35 minutes.

Most of those tests add zero signal.

Test suites grow organically. Nobody deletes tests. Redundancy compounds.

Coverage metrics reward quantity, not usefulness.

Cut the noise, keep the coverage.

Keploy analyzes test overlap and removes:

  • Duplicates

  • Subset assertions

  • No-signal tests

40% fewer tests. Same coverage. Faster shipping.

Tester takeaway: Test quantity is vanity. Signal is sanity.

Check us out!

Because every minute saved in CI is a minute gained for shipping.

— The Keploy Team

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Read the original on testgpt.substack.com

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