nim-defect-analysis

Nim defect analysis identifies reliability defects by tracing externally controlled inputs to missing guards and failure paths. It classifies findings using evidence-gated confirmation with static traces, requiring reproducer artifacts to confirm root causes.

FFI boundary review in Nim benefits from deterministic defect triage that maps boundaries and enumerates high-signal risk sites. This generates bounded hypotheses with static traces to pinpoint robustness failures escaping typical error handling.

Static tracing applies to async I/O handlers by mapping externally controlled inputs to their failure paths. It provides bounded hypotheses and optional minimal reproducers to verify robustness failures without executing the asynchronous runtime.

Nim defect analysis targets ownership, copy, and destroy hooks where robustness failures escape typical error handling. It requires evidence-gated classification, confirming defects only when reproducer artifacts support the identified root cause.

Parser defect verification uses deterministic defect triage to map boundaries and enumerate risk sites, generating bounded hypotheses. Findings are classified as confirmed only when supported by equivalent artifacts and static traces.

Evidence-gated defect classification limitations require a reproducer or equivalent artifact to confirm failures. Without static traces or bounded hypotheses supporting the root cause, findings remain unconfirmed and speculative.