11.6Key Takeaway

There is no single "right" position on the determinism spectrum. CI gates need deterministic tests. Exploratory testing needs autonomous agents. The art is choosing the right position for each test category and implementing the appropriate techniques (seed fixing, decision caching, outcome assertions) to achieve the desired level of reproducibility.