@ahmetcantryk
6 min read
Feature Flags Without the Tech Debt
Most feature flag systems calcify into permanent debt. Here's how flag types, clear ownership, expiry dates, and a cleanup workflow can prevent that.
Tag
Most feature flag systems calcify into permanent debt. Here's how flag types, clear ownership, expiry dates, and a cleanup workflow can prevent that.
Evaluate LLM outputs the way you test code: build a gold set, pick metrics, run code and LLM-as-judge checks, and gate every deploy on a number. With current July 2026 tools.
Write unit tests that catch real bugs: name for behavior, use Arrange-Act-Assert, mock only boundaries, and skip brittle implementation-detail tests.