Fewer moving goal posts for more reliable commits
An agent hit a blocking finding on commit, fixed it, introduced a second one, caught that too, and committed once both passed. It only worked because the gate said the same thing every time.
Reliability, systems thinking, and what we find while building.
An agent hit a blocking finding on commit, fixed it, introduced a second one, caught that too, and committed once both passed. It only worked because the gate said the same thing every time.
In a 2025 study of 470 pull requests, AI-written code shipped ~1.7x more issues and ~1.4x more critical defects. Catch reliability risk before you commit.