Progressive Determinism for AI Tasks

The post describes a workflow in which an AI agent first explores a web application dynamically with Playwright to complete a scenario, then saves a deterministic Playwright test (e.g., tests/add-task.spec.ts) that is preferred on later runs. If the saved test fails after a UI change, the agent falls back to discovery mode, diagnoses the failure, and proposes a minimal repair that is kept only after the original assertion passes. The author notes that Playwright has built-in planner, generator and healer agents supporting this pattern, which they have not yet tried.