Enum BugPattern 

pub enum BugPattern {
    AlternatePathMissing,
    AlgorithmMismatch,
    SilentFallbackWrongResource,
    StateAdvancementTiming,
    SharedStateCorruption,
    MissingPostTransformValidation,
    MissingTypeDetection,
    MissingCompanionData,
    UnwrapOnFallible,
    ErrorPropagationGap,
    PathTraversal,
    PromptInjection,
}

Bug pattern categories derived from cross-project analysis

Variants

AlternatePathMissing

Feature implemented in primary path but missing in alternate path Example: GH-185 - merges embedded in one code path, not raw GGUF path

AlgorithmMismatch

Two implementations of same algorithm with incompatible layouts Example: GH-177 - Q4K dequant: one scale vs two scales per block

SilentFallbackWrongResource

Fallback mechanism silently uses wrong/incompatible resource Example: realizar - tokenizer fallback found different model’s tokenizer

StateAdvancementTiming

State advancement happens at wrong point in multi-stage pipeline Example: realizar - KV cache len auto-advanced on layer 0 instead of last

SharedStateCorruption

Prior operation corrupts shared state for subsequent operations Example: realizar - GPU context corrupted from earlier tests

MissingPostTransformValidation

No validation after data transformation allows corrupt values downstream Example: GH-177 - no NaN/Inf check after dequantization

MissingTypeDetection

No format/type detection before processing incompatible data Example: realizar - legacy Q4_0 routed to Q4_K GPU kernel

MissingCompanionData

Primary data saved but required companion/metadata missing Example: GH-182 - SafeTensors missing config.json, tokenizer.json

UnwrapOnFallible

.unwrap() on fallible operation causes panic instead of error Example: PMAT-189 - mutex lock poisoning crashes server

ErrorPropagationGap

Error not propagated on alternate code path Example: Error handling differs between primary and fallback paths

PathTraversal

Path traversal vulnerability (untrusted path not validated) Example: realizar - could read /etc/passwd as model

PromptInjection

Special tokens not escaped, treated as control codes Example: realizar - <| prompt injection

Implementations

impl BugPattern

pub fn gate_id(&self) -> &'static str

Get the falsification gate ID

pub fn description(&self) -> &'static str

Get human-readable description

pub fn severity(&self) -> &'static str

Get the severity level (P0 = critical, P1 = high, P2 = medium)

pub fn source(&self) -> &'static str

Get the source project where this pattern was identified

pub fn all() -> &'static [Self]

All bug patterns

pub fn by_severity(severity: &str) -> Vec<Self>

Get patterns by severity

Trait Implementations

impl Clone for BugPattern

fn clone(&self) -> BugPattern

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for BugPattern

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for BugPattern

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl PartialEq for BugPattern

fn eq(&self, other: &BugPattern) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl Serialize for BugPattern

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl Copy for BugPattern

impl Eq for BugPattern

impl StructuralPartialEq for BugPattern