Project

Cobertura

Java code coverage tooling used to improve test confidence

Open-source contribution work focused on bytecode instrumentation, coverage reporting, and performance tradeoffs.

JavaCode CoverageBytecodeTestingOSS

Cobertura is an open-source Java code coverage tool that helps teams quickly spot untested code paths and improve release confidence.

What I worked on

  • Improved and maintained parts of the coverage/instrumentation workflow
  • Helped with reliability and usability for developers running coverage in CI
  • Supported overall code quality efforts around test visibility

Technical challenges

Cobertura instruments compiled Java bytecode to track execution counts. That means balancing:

  • Accuracy of reporting
  • Compile-time overhead from instrumentation
  • Runtime performance after instrumentation is applied

This required careful handling of bytecode behavior and edge cases so coverage reporting stayed dependable.

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