- Fixtures must be minimal, synthetic, versioned with the behavior they
exercise, and free of credentials or private data.
- Golden files are appropriate only when the complete output is intentionally
stable and semantic review of updates is practical.
- Failure-path tests should cover consequential malformed input, dependency
failure, cancellation, partial results, and recovery behavior.
## What Deserves Tests
Prioritize tests for:
1. CLI, configuration, artifact, template, integration, and package contracts.
2. Meteorological domain rules and important invariants.
3. Boundary conditions and malformed input.
4. Failure handling, cancellation, retries, recovery, and partial success.
5. Serialization, schemas, compatibility, and round trips.
6. Previously observed or plausible regressions.
7. Representative app and CLI workflows.
A package-level contract is behavior relied upon by another package or major
collaborator, not every observable implementation detail.
For data integrity, destructive operations, compatibility, security,
concurrency, idempotency, or recovery, presume that durable tests are required
unless the behavior is already credibly protected at another layer.
Do not add tests merely because a function, branch, or line exists. Do not add
a test when the same meaningful risk is already adequately protected
elsewhere.
## Choose The Right Boundary
Test through the narrowest stable boundary that expresses the behavior clearly.
That may be:
- a small pure function when dense domain logic is clearest there;
- a package operation when several internal collaborators jointly produce the
behavior; or
- a larger integration or app boundary when correctness emerges from
interaction.
Do not force every behavior through oversized workflow tests. Do not test every
private helper merely because it exists. Choose the boundary that provides
durable confidence with the least incidental coupling.
## Test Behavior, Not Implementation
A test should protect a decision, contract, or invariant, not memorialize the
current implementation. Before adding or retaining a test, ask:
> What realistic defect would this test catch?
A test is suspect when its main purpose is to detect that someone changed a
private constant, renamed or split a helper, reordered equivalent operations,
changed incidental formatting, replaced one correct algorithm with another, or
refactored private structure without changing behavior.
Refactoring should normally require no test edits unless the changed structure
is itself contractual. A test can be factually correct and still have negative
value when the behavior it protects is too incidental to justify its future
cost.
Use these expectations when evaluating failures:
| Change | Expected effect on tests |
| --- | --- |
| Internal refactor that preserves behavior | Existing tests should normally remain unchanged and pass. |
| Internal default change with no contractual significance | Tests should normally derive expectations from configuration or relationships rather than duplicate the old value. |
| Intentional change to user-visible behavior, policy, schema, or compatibility | Relevant tests should be reviewed and changed deliberately. |
| Accidental contract or invariant violation | Tests should fail; fix production code rather than rewriting tests to accept the defect. |
A failing test is not necessarily a test that should be edited. Many tests may
correctly fail because of one production defect. The maintenance smell is a
correct internal change that requires unrelated expectation changes throughout
the suite.
## Separate Mechanism From Policy
Do not duplicate configurable thresholds and defaults throughout the suite.
Test mechanisms relationally: a configured valid value is accepted, a value
outside the permitted relationship is rejected, and runtime behavior respects
the configured value.
Test an exact default when its literal value is itself a documented user,
operational, safety, protocol, or compatibility contract. The same distinction
applies to timeouts, capacities, retry counts, ranges, thresholds, and output
limits.
When concurrency limits are introduced, distinguish configuration enforcement
from runtime enforcement. Validate accepted and rejected settings separately
from measuring whether observed peak concurrency respects the configured
limit.
## Avoid Semantic Duplication
Each behavior should have a clear test owner:
- CLI parser tests own arguments, flags, and command construction.
- Config tests own loading, precedence, defaults, secrets, and validation.
- Domain tests own weather transformations and invariants.