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Production Testing

Choose the cheapest trustworthy evidence for each failure, from local logic to contracts, load, and production behavior.

flowchart LR J[Junior: focused tests] --> M[Middle: test boundaries] --> S[Senior: risk strategy] --> P[Professional: quality systems]
flowchart LR Unit --> Integration --> Contract --> EndToEnd --> Production Properties[Property tests] --> Unit Load[Load tests] --> Production
Level Guide You are done when
Junior Test behavior You can test normal, edge, and failure behavior reliably.
Middle Test boundaries You can choose doubles, integration, contract, and acceptance tests.
Senior Design a risk strategy You can cover compatibility, load, data, and production risk.
Professional Build quality capability You can govern test architecture, environments, and feedback.

Practice rule

Start from the failure you need to detect, then choose the lowest test level that can detect it faithfully.