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BoundaryEstablished
Boundary & edge-case testing
Push inputs to limits — very long contexts, token boundaries, empty/extreme values — where behavior tends to degrade sharply.
Published June 26, 2026
How it works
Failures cluster at boundaries: the edge of the context window, unusually long lists, zero/one/many counts, maximum output length. Systematically walking inputs toward these limits exposes degradation that mid-range testing misses.
When to use it
Whenever input size, length, or count varies in production; long-context and structured-output features especially.
Limitations
Boundaries shift between model versions; tests need re-validation after upgrades.
Cite this
Qlarify Labs. (2026). Boundary & edge-case testing. Retrieved from https://labs.qlarify.fi/catalog/boundary-testing


