Code Test

Maintainability

The cost of writing tests should be lower than the cost of bugs.

Tests should not primarily focus on common paths. When adding features, all classified test cases must work. When modifying, removing, or adding features, all classified test cases must remain functional.

Code Tests

Contract Test

Code Test Notion

Continuous Test Improvement

On Continuous AI for Test Improvement

Ever since we started working on “task-oriented programming” (aka vibe coding) in 2023, our group at GitHub Next have been throwing around ideas related to “continuous” task…

https://dsyme.net/2025/08/27/on-continuous-test-improvement/

Too much of a good thing: the trade-off we make with tests | nicole@web

I've worked places where we aspired to (but did not reach) 100% code coverage. We used tools like a code coverage ratchet to ensure that the test coverage always went up and never down. This had a few effects.

https://ntietz.com/blog/too-much-of-a-good-thing-the-cost-of-excess-testing/

Code Test

Maintainability

Continuous Test Improvement

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